Skip to main content
  • American Heart Association
  • Science Volunteer
  • Warning Signs
  • Advanced Search
  • Donate

  • Home
  • About this Journal
    • Editorial Board
    • General Statistics
    • Circulation Doodle
      • Doodle Gallery
      • Circulation Cover Doodle
        • → Blip the Doodle
    • Information for Advertisers
    • Author Reprints
    • Commercial Reprints
    • Customer Service and Ordering Information
    • Subscribe to AHA Journals
  • All Issues
  • Subjects
    • All Subjects
    • Arrhythmia and Electrophysiology
    • Basic, Translational, and Clinical Research
    • Critical Care and Resuscitation
    • Epidemiology, Lifestyle, and Prevention
    • Genetics
    • Heart Failure and Cardiac Disease
    • Hypertension
    • Imaging and Diagnostic Testing
    • Intervention, Surgery, Transplantation
    • Quality and Outcomes
    • Stroke
    • Vascular Disease
  • Browse Features
    • AHA Guidelines and Statements
      • Recently Published Guidelines
    • Bridging Disciplines
    • Circulation at Major Meetings
    • Special Themed Issues
    • Global Impact of the 2017 ACC/AHA Hypertension Guidelines
    • Circulation Supplements
    • Cardiovascular Case Series
    • ECG Challenge
    • Hospitals of History
      • Brigham and Women's Hospital
      • Hartford Hospital
      • Hospital Santa Maria del Popolo, Naples, Italy
      • Instituto do Coração-INCOR (São Paulo, Brasil)
      • Minneapolis City Hospital
      • Parkland Hospital: Dallas, Texas
      • Pennsylvania Hospital, Philadelphia
      • Pitié-Salpêtrière Hospital
      • Royal Infirmary of Edinburgh, Scotland
      • Tufts Medical Center
      • University of Michigan
      • Uppsala University Hospital
      • Vassar Brothers Medical Center (Poughkeepsie, NY)
      • Wroclaw Medical University
      • Women's College Hospital, Toronto, Canada
      • Henry Ford Hospital, Detroit, Michigan
      • Instituto Nacional de Cardiología Ignacio Chávez – INCICh México City, México
      • Kuang-Tien General Hospital (Taichug, Taiwan)
      • University Hospital “Policlinico Umberto I”
    • On My Mind
    • Podcast Archive
    • → Subscribe to Circulation on the Run
    • →Circulation FIT Podcast 2018
    • → #FITFAVs
  • Resources
    • Instructions for Authors
      • Accepted Manuscripts
      • Revised Manuscripts
    • → Article Types
    • → General Preparation Instructions
    • → Research Guidelines
    • → How to Submit a Manuscript
    • Journal Policies
    • Permissions and Rights Q&A
    • Submission Sites
    • Circulation CME
    • AHA Journals RSS Feeds
    • International Users
    • AHA Newsroom
  • AHA Journals
    • AHA Journals Home
    • Arteriosclerosis, Thrombosis, and Vascular Biology (ATVB)
    • Circulation
    • → Circ: Arrhythmia and Electrophysiology
    • → Circ: Genomic and Precision Medicine
    • → Circ: Cardiovascular Imaging
    • → Circ: Cardiovascular Interventions
    • → Circ: Cardiovascular Quality & Outcomes
    • → Circ: Heart Failure
    • Circulation Research
    • Hypertension
    • Stroke
    • Journal of the American Heart Association
  • Facebook
  • Twitter

  • My alerts
  • Sign In
  • Join

  • Advanced search

Header Publisher Menu

  • American Heart Association
  • Science Volunteer
  • Warning Signs
  • Advanced Search
  • Donate

Circulation

  • My alerts
  • Sign In
  • Join

  • Facebook
  • Twitter
  • Home
  • About this Journal
    • Editorial Board
    • General Statistics
    • Circulation Doodle
    • Information for Advertisers
    • Author Reprints
    • Commercial Reprints
    • Customer Service and Ordering Information
    • Subscribe to AHA Journals
  • All Issues
  • Subjects
    • All Subjects
    • Arrhythmia and Electrophysiology
    • Basic, Translational, and Clinical Research
    • Critical Care and Resuscitation
    • Epidemiology, Lifestyle, and Prevention
    • Genetics
    • Heart Failure and Cardiac Disease
    • Hypertension
    • Imaging and Diagnostic Testing
    • Intervention, Surgery, Transplantation
    • Quality and Outcomes
    • Stroke
    • Vascular Disease
  • Browse Features
    • AHA Guidelines and Statements
    • Bridging Disciplines
    • Circulation at Major Meetings
    • Special Themed Issues
    • Global Impact of the 2017 ACC/AHA Hypertension Guidelines
    • Circulation Supplements
    • Cardiovascular Case Series
    • ECG Challenge
    • Hospitals of History
    • On My Mind
    • Podcast Archive
    • → Subscribe to Circulation on the Run
    • →Circulation FIT Podcast 2018
    • → #FITFAVs
  • Resources
    • Instructions for Authors
    • → Article Types
    • → General Preparation Instructions
    • → Research Guidelines
    • → How to Submit a Manuscript
    • Journal Policies
    • Permissions and Rights Q&A
    • Submission Sites
    • Circulation CME
    • AHA Journals RSS Feeds
    • International Users
    • AHA Newsroom
  • AHA Journals
    • AHA Journals Home
    • Arteriosclerosis, Thrombosis, and Vascular Biology (ATVB)
    • Circulation
    • → Circ: Arrhythmia and Electrophysiology
    • → Circ: Genomic and Precision Medicine
    • → Circ: Cardiovascular Imaging
    • → Circ: Cardiovascular Interventions
    • → Circ: Cardiovascular Quality & Outcomes
    • → Circ: Heart Failure
    • Circulation Research
    • Hypertension
    • Stroke
    • Journal of the American Heart Association
AHA Scientific Statement

Approaches to Enhancing Radiation Safety in Cardiovascular Imaging

A Scientific Statement From the American Heart Association

Reza Fazel, Thomas C. Gerber, Stephen Balter, David J. Brenner, J. Jeffrey Carr, Manuel D. Cerqueira, Jersey Chen, Andrew J. Einstein, Harlan M. Krumholz, Mahadevappa Mahesh, Cynthia H. McCollough, James K. Min, Richard L. Morin, Brahmajee K. Nallamothu, Khurram Nasir, Rita F. Redberg, Leslee J. Shaw
and on behalf of the American Heart Association Council on Quality of Care and Outcomes Research, Council on Clinical Cardiology, and Council on Cardiovascular Radiology and Intervention
Download PDF
https://doi.org/10.1161/CIR.0000000000000048
Circulation. 2014;130:1730-1748
Originally published September 29, 2014
Reza Fazel
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Thomas C. Gerber
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Stephen Balter
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David J. Brenner
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
J. Jeffrey Carr
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Manuel D. Cerqueira
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jersey Chen
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrew J. Einstein
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Harlan M. Krumholz
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mahadevappa Mahesh
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Cynthia H. McCollough
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
James K. Min
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Richard L. Morin
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Brahmajee K. Nallamothu
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Khurram Nasir
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rita F. Redberg
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Leslee J. Shaw
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site

This article has a correction. Please see:

  • Correction - November 04, 2014
  • Article
  • Figures & Tables
  • Info & Metrics

Jump to

  • Article
    • Education
    • Justification
    • Optimization
    • Use and Limitations of Tracking Patient Radiation History
    • Future Priorities for Research
    • Summary
    • Disclosures
    • Footnotes
    • References
  • Figures & Tables
  • Info & Metrics
  • eLetters
Loading
  • AHA Scientific Statements
  • cardiac imaging techniques
  • radiation dosage
  • radiation protection

Cardiac imaging is an invaluable tool in the diagnosis and management of heart disease. As a consequence of new capabilities and widespread availability, the use of medical imaging has increased dramatically in the United States, as has radiation exposure related to imaging. The National Council on Radiation Protection & Measurements reports that the total radiation exposure to the US population from medical imaging has increased 6-fold since 1980, even though the radiation doses from individual examinations have stayed approximately constant or decreased. Nearly 40% of this medical radiation exposure to the US population (excluding radiotherapy) is related to cardiovascular imaging and intervention.1

A recent American Heart Association Science Advisory outlined a conceptual framework for understanding radiation exposure from cardiac imaging, including the risks related to exposure to ionizing radiation, and provided general recommendations for the safe use of cardiac imaging that relies on ionizing radiation.2 We refer readers to this document for an introduction to the basic concepts related to radiation safety. The key approaches to enhancing radiation safety in medical imaging are as follows: (1) Education, that is, ensuring that patients and clinicians understand the potential benefits and risks of medical imaging studies; (2) justification, that is, ensuring that the imaging procedure is clinically necessary and appropriate; and (3) optimization, that is, ensuring that radiation exposure from imaging is kept as low as reasonably achievable. The purpose of the present scientific statement is to outline practical and specific strategies for applying these principles to cardiovascular imaging. Its primary intended audience includes clinicians who refer patients for cardiovascular imaging procedures, for whom the sections on education and justification are most relevant, and clinicians who perform imaging procedures, for whom the section on optimization is also relevant. The statement also addresses existing barriers to implementing radiation dose–reduction strategies (including the challenges of estimating radiation dose), suggestions on how to overcome these barriers, the use and limitations of longitudinal tracking of medical radiation exposures, and future priorities for research. Recommendations included in the present statement were written in accordance with the American Heart Association’s guidelines on applying classification of recommendations and level of evidence (Table 1).

View this table:
  • View inline
  • View popup
  • Download powerpoint
Table 1.

Applying Classification of Recommendations and Level of Evidence

Education

Education is a necessary foundation for any efforts to enhance the radiation safety of medical imaging. Clinicians should have an understanding of the potential benefits and risks of imaging studies that use ionizing radiation and of the strengths and weaknesses of the specific type of study under consideration, relative to other imaging modalities, to request and use cardiac imaging optimally. Patients undergoing these procedures, as well as the public at large, should also have a general understanding of these issues to allow them to participate in decisions related to their health care. In the following sections, strategies to effectively educate each of these groups are discussed.

Clinicians

Studies have consistently shown a lack of adequate awareness among physicians of basic concepts related to radiation exposure from medical imaging.3–6 For example, in one study of clinicians in the United States caring for patients undergoing computed tomography (CT) scans for abdominal and flank pain, fewer than half of the radiologists and only 9% of the emergency department physicians reported being aware that CT scans may be associated with an increased lifetime risk of cancer.4 This knowledge gap reflects the lack of adequate integration of this topic in current medical school and postgraduate training curricula. Sufficient time should be dedicated to this material, because radiation exposure should be taken into consideration in the decision to perform medical imaging and the selection of the most appropriate test. Adequate knowledge of the risks attributable to imaging examinations, including risks other than those related to radiation, is required for informed choices in the use of imaging. Furthermore, clinicians can only properly inform their patients of the benefits and risks of an imaging test if they possess the pertinent knowledge themselves.

Any discussion of the risks of an imaging study should be put into perspective by weighing them against the expected benefits. As such, it is important that education focus on the key issues of appropriate selection of patients and imaging tests, including the risks of not performing an imaging study in a specific clinical scenario.

Trainees

Medical school and residency and fellowship training provide crucial opportunities to communicate knowledge of benefits and risks related to imaging with ionizing radiation. This education should begin during medical school, with subsequent reinforcements during postgraduate training. The curricula of training tracks in various medical specialties should be tailored to optimize the knowledge and competence of practitioners who will request, and those who will perform, imaging procedures.

Training of future referring physicians should address the following areas:

  1. Basic understanding of available cardiac imaging modalities and relative accuracy in specific clinical situations

  2. Cost-efficient, evidence-based use of cardiac imaging, with emphasis on pertinent guidelines and appropriate use criteria

  3. Basic concepts related to radiation exposure, such as the biological effects of radiation exposure and the concepts of absorbed and effective dose

  4. Radiation dose estimates for commonly used imaging procedures and the risk estimates corresponding to these doses, along with the assumptions and limitations of these estimates

In addition, training should develop the trainee’s ability to communicate these complex scientific issues in a manner that patients can understand. The American College of Radiology (ACR) Blue Ribbon Panel on Radiation Dose in Medicine recommended that the ACR approach the Liaison Committee on Medical Education, the accrediting body for medical schools, and the Association of American Medical Colleges with a proposal to incorporate such a requirement into the accreditation standards for medical schools.7 The American Heart Association, American College of Cardiology, and national cardiac imaging societies including the American Society of Nuclear Cardiology, the Society of Cardiovascular Computed Tomography, and the North American Society for Cardiovascular Imaging should support this effort or develop similar initiatives.

For those physicians who will be performing cardiac imaging, more extensive training (compared with referring physicians) should be required. The expectations for knowledge and competence in radiation safety and management during and at the end of training, as well as their formal assessment by testing, are currently not adequately defined but should be. For clinicians who will be performing cardiac imaging, these competencies should include detailed knowledge of how the imaging equipment they use functions; dose-optimization techniques for the types of studies they perform and interpret; and dose-minimization techniques for operators and staff. Developing the curricula necessary to achieve such training requires collaboration between relevant stakeholders in graduate and postgraduate education, including the American College of Cardiology Foundation, the American Board of Internal Medicine, the American Board of Radiology, and the American Council for Graduate Medical Education.8 Because most institutions tailor their training curricula to the blueprints of board examination content, questions on these topics should be included consistently on board certification and recertification examinations to promote attention to these topics in training curricula.

One must also recognize and account for the effects of physician training on the patient’s radiation dose. For example, the participation of fellows potentially increases the radiation exposure received from invasive diagnostic procedures.9 Appropriate supervision, training, and documentation to limit such increases and lessen them over the time of training by improving procedural competence should be required.10 All fellows and other physicians performing fluoroscopically guided cardiovascular procedures should receive training in radiation protection and radiation management and should be provided feedback on patient radiation dose on a regular basis (eg, at the end of each month spent in the cardiac catheterization laboratory) to enhance their awareness and improve their performance in regard to radiation safety.11,12

Recommendations

  1. All healthcare providers who can request cardiac imaging procedures should be required to know (a) which cardiac imaging tests use ionizing radiation; (b) basic concepts related to medical radiation exposure, including the concepts of absorbed dose and effective dose; and (c) typical dose estimates for the most commonly used cardiac imaging procedures (Class I; Level of Evidence C).

  2. All healthcare providers who will perform cardiac imaging with ionizing radiation, including interventional cardiologists and electrophysiologists, should be required to demonstrate adequate knowledge of contemporary dose-optimization techniques for patients and dose-minimization techniques for operators and staff (Class I; Level of Evidence C).

Practicing Clinicians

For practicing physicians, the above-mentioned competencies should be required for board certification, as well as maintenance of certification or recertification. The competencies required for referring clinicians should be evaluated as a routine part of the maintenance of certification board examination. Laboratory accreditation requirements, including those mandated by the Medicare Improvements for Patients and Providers Act,13 should be used as an opportunity to evaluate and enforce the higher-level competencies expected of clinicians who perform cardiac imaging.

Other educational resources for practicing clinicians include the published literature and the material presented at national scientific meetings. Many publications on the biological effects of ionizing radiation from governmental agencies and professional medical and technical societies are available publicly. Lists of these resources, such as Table 2, should be identified by professional societies and made available not only to their respective membership but also to practicing physicians and patients. National cardiology and radiology scientific meetings can also serve as venues for education of practicing physicians. There has been increasing attention given to radiation safety of cardiac imaging at meetings of large, national cardiology and radiology, specialty, and subspecialty societies,32 which is a positive step toward promoting awareness of this topic among physicians. The present writing group recommends that attendance at training sessions, either at national scientific meetings or at the institutional level, and credentialing in radiation safety procedures for those clinicians who perform imaging studies with ionizing radiation be required to help ensure a basic level of radiation safety knowledge among these clinicians.

View this table:
  • View inline
  • View popup
Table 2.

Publicly Available Sources of Information Regarding Radiation Exposure From Medical/Cardiac Imaging

It must also be acknowledged that in many clinical practice environments, nurse practitioners and physician assistants may request cardiac imaging studies either directly or at the request of a supervising physician. Such nonphysician clinicians should have a basic understanding of radiation safety principles on par with that recommended above for referring physicians.

Technologists/Staff

There are currently no national standards for education or certification of radiological or nuclear medicine technologists, and only 37 states mandate certification and minimum education standards for radiological technologists. The writing group agrees with the position of the American Society of Radiologic Technologists, the American Association of Physicists in Medicine, and the ACR that the standards for the education and credentialing of all fluoroscopic users should be consistent in all states.33 These standards should be at a level high enough to ensure both patient and worker safety and, at the minimum, equivalent to those applied for certification by the American Registry of Radiologic Technologists.

Until such standards are implemented in all states, radiological technologists who have not passed the registry examination should receive training through Internet-based (eg, Image Wisely [http://www.imagewisely.org/]) or institutional education modules. Topics to be addressed include radiation sources, patient doses, biological effects of ionizing radiation, radiation protection, dose-optimization techniques, and radiation regulations (at both the state and national level).

It is essential that all technologists know whom they should call on locally when patients have questions about radiation dose or the risk of medical imaging studies. In general, these questions can be discussed by either a senior technologist, a physician adequately trained in medical imaging, or a qualified medical physicist.

Patients/Public

Need for Publicly Available Resources to Educate and Inform Public (and Media) in a Balanced Manner

A patient scheduled to undergo an imaging study with ionizing radiation might ask, “What are the best estimates of benefits, total risk, and radiological risk to me of the proposed procedure, and what alternatives are available?” As discussed above, the first task is to educate clinicians so that they, in turn, can provide accurate information about the benefits and risks of cardiac imaging in general and the use of ionizing radiation specifically in a manner their patients can understand.

Public information sources should accurately reflect the scientific literature and conversations with experts and clinicians to improve public and patient understanding. Balanced, responsible reporting on issues related to medical radiation exposure can be an invaluable tool for educating the public. Providing information through Internet-based access is the fastest and least expensive method but may not be accessible to everyone, and alternative methods such as pamphlets, mailings, and public service messages on radio and television should be considered.

Strategies for Effective Communication of Benefits and Risks

Effective communication with patients to convey the benefits and risks of medical management decisions is a prerequisite for shared decision making. Given the technical nature of this information in cardiac imaging with modalities that use ionizing radiation, effective communication can be challenging. For all staff and physicians in an imaging laboratory, some understanding of patient health literacy is necessary to facilitate patients’ understanding of the testing process and to allow patients to be fully engaged in clinical decision making.

The concept of computational literacy, which refers to the ability to reason numerically, is important for the appraisal of benefits and risks in cardiac imaging.34 Computational and health literacy is low in large segments of the adult population, and patients with low health literacy may have increased anxiety about their medical care, including erroneous, exaggerated perceptions of their projected cancer risk after exposure to ionizing radiation.35,36 Thus, it is important for laboratory staff and physicians to be able to identify patients with critical deficiencies in health and computational literacy. If informed consent is obtained, it should use language targeted for patients who have low literacy, with limited use of medical jargon.

A number of strategies for effective communication of risk and benefits of procedures have been detailed in the literature.2,37–39 Examples of effective communication techniques include the following:

  1. Providing the patient with key facts regarding the procedure using simple language that highlights the benefits of an accurate diagnosis and the importance of early detection and therapeutic intervention

  2. Affirmation that their imaging study is appropriate (or uncertain/may be appropriate) based on the American College of Cardiology Foundation’s appropriate use criteria (AUC) or American College of Cardiology Foundation/ACR appropriate use of imaging criteria, highlighting the fact that an appropriate indication implies a favorable benefit-risk ratio for the typical patient as judged by an expert panel of physicians

  3. Creating a dialogue and allowing the patient to ask questions

  4. Directly addressing patient and family concerns regarding risks of the procedure, including those related to ionizing radiation, contrast media and anesthesia, if relevant

  5. Comparing risk estimates as a result of exposure to ionizing radiation to commonly performed tasks, such as driving a car

Shared Decision Making and Informed Consent

There are conflicting opinions on whether informed consent should be required for imaging with ionizing radiation.40,41 Certainly, there are currently no standards for informed consent for noninvasive cardiac imaging procedures that use ionizing radiation, and informed consent for these procedures is not obtained routinely. Furthermore, the legal standards for informed consent and how it is documented vary by US state.42,43

Whether or not it is performed within the legal framework of formal written informed consent, nonemergent, advanced cardiac imaging (ie, cardiac CT, nuclear cardiac imaging, and fluoroscopically guided procedures) should be performed on the basis of shared decision making, which is a basic tenet of patient-centered care.31 Shared decision making is a process in which the physician shares all benefit and risk information on all management alternatives with the patient, and the patient shares all personal information that might make one management alternative more or less acceptable to the patient than others. Then both parties use this information to come to a mutual decision.44 When a referring physician or patient is uncertain which is the best option, consultation with an imaging specialist should be considered.

Shared decision making for cardiac imaging with ionizing radiation entails that the ordering physician ensure that the patient is aware of and understands the use of ionizing radiation, the expected radiation dose, the potential risks related to the radiation exposure, and the alternatives to imaging with ionizing radiation. Ideally, the imaging physician and facility should also be engaged in this process and share the responsibility for informing the patient.30 This information should be put in context by clearly explaining the expected benefit from the test and how the information gathered would be used in the patient’s clinical management. It is also important to discuss risks that may be incurred by not performing the imaging study, including the potential consequences of missed or delayed diagnoses, and the risks of alternate procedures, such as those related to conscious sedation or the use of gadolinium-based contrast agents. This counseling should be noted in the patients’ records.

The radiogenic risk of most diagnostic imaging procedures is limited to possible increased cancer risk.45,46 Estimates of the average lifetime attributable risk of cancer for various cardiac imaging procedures are shown in Figure 1, which reflects the higher risk of cancer from a given exposure thought to exist in women and younger individuals. It is important to understand that these risk estimates are based on population averages and rely heavily on data from survivors of the atomic bomb, who were exposed to dose rates and types of radiation different from those incurred by medical imaging, have different background cancer rates, and were under much higher emotional, physical, and nutritional stresses than most recipients of medical imaging.50,51 The risk for an individual patient will also vary from these population risk estimates on the basis of body habitus and genetic factors. Furthermore, these estimates are based on the assumption of a normal life expectancy; hence, they would overestimate radiogenic risk in individuals with decreased life expectancy.52

Figure 1.
  • Download figure
  • Open in new tab
  • Download powerpoint
Figure 1.

Estimates of average lifetime attributable risk of cancer for various cardiac imaging procedures by age and sex.* Modified from Einstein et al47 with permission of the publisher. Copyright © 2007, American Medical Association. All rights reserved. Modified from Berrington de González et al48 with permission of the publisher. Copyright © 2009, American Medical Association. All rights reserved. Modified from Huang et al49 with permission of the publisher. Copyright © 2010, The British Institute of Radiology. Permission conveyed through Copyright Clearance Center, Inc. SPECT MPI indicates single-photon emission computed tomography myocardial perfusion imaging; and TC-99m, technetium-99m.

For fluoroscopically guided cardiac procedures such as percutaneous coronary, structural heart, and electrophysiology procedures, obtaining written informed consent is the standard of care because of the invasive nature of these procedures. In addition to the above-mentioned potential radiogenic cancer risk, discussion of the potential for exceeding the thresholds for deterministic effects of radiation exposure with these procedures, including hair loss and skin injury, should be part of the informed consent for these procedures. In a recent survey of US practice, ≈7% to 10% of patients undergoing percutaneous coronary intervention or combined diagnostic and percutaneous coronary intervention procedures met the criteria for postprocedure radiation follow-up.53 Such patients should be offered postprocedure education regarding their radiation exposure and be provided with appropriate follow-up.

Recommendation

  1. Nonemergent cardiac imaging using CT, radiopharmaceuticals, or fluoroscopy should be performed on the basis of shared decision making, through which the patient is made aware of the clinical justification and expected benefit of the test, its potential risks, including radiation-related risk, and the risks and benefits of the alternatives, including not having the test performed. The decision to proceed with imaging should be consistent with both current medical evidence and patient values and preferences (Class I; Level of Evidence C).

Justification

Appropriate selection of patients for cardiac imaging is the first step toward enhancing radiation safety. When cardiac imaging is used appropriately, its clinical benefits almost always outweigh any potential risks related to radiation exposure given the risks of most cardiovascular diseases. Hence, limiting cardiac imaging to appropriate indications typically ensures a favorable benefit to risk ratio for these procedures. Yet even when a cardiac imaging study is appropriate, if a comparable test that does not use ionizing radiation (eg, echocardiography or cardiac magnetic resonance imaging) is able to provide the clinical information needed with comparable accuracy, cost, and convenience but lower overall risk (taking into consideration other potential risks, such as those related to use of gadolinium contrast agents or anesthesia), then it may be the preferred approach.

In the following sections, we outline key approaches to implementing the principle of justification, including patient-centered imaging and adherence to pertinent AUC and scientific guidelines to guide decisions on the use of cardiac imaging.

Patient-Centered Imaging

A key objective of patient-centered imaging is to individualize the decision to use imaging and the choice of imaging type such that for every patient, it provides incremental information that, when added to clinical judgment, results in improved outcomes. This concept represents the core principle of patient-centered imaging, which takes into account patient values and preferences, as well as specifics of the patient’s epidemiological characteristics and clinical scenario. This approach expresses partnership with the patient, strengthens the patient-physician relationship, provides an excellent platform to obtain informed consent, and reduces the risk for medicolegal liability.

The implementation of patient-centered imaging in clinical practice requires attention to several key principles. First, patient age, sex, presence or absence of symptoms, and presence or absence of known coronary artery disease should be taken into account in the decision to use imaging, as well as the choice of imaging modality. Second, patient preferences should be elicited and considered in the decision to use cardiac imaging. Third, once the decision to use cardiac imaging is made, the imaging protocol should be tailored to the patient, as detailed below. Finally, every effort should be made to avoid unnecessary serial imaging. A conscientious effort to obtain and review patient records, including those from other medical institutions, should be made before an imaging study is requested to ensure that such procedures are not repeated needlessly. Repeat studies, including duplicate imaging and “layered” testing, should only be requested for appropriate indications with clear documentation and communication of the indication and reason for repeating the test.

There are significant challenges to the implementation of patient-centered imaging. First, because neither the benefits nor the risks of a cardiac imaging study for an individual patient in a given clinical scenario can be quantified with any precision, quantitative benefit-risk comparison is generally not feasible. However, because the potential risks related to any cardiac imaging study are very small in general, the limitation of studies to appropriate clinical indications ensures that the benefits of the study far outweigh any potential risks. Second, as detailed in “Strategies for Effective Communication of Benefits and Risks,” effective communication of benefits and risks of an imaging procedure in a manner that patients fully comprehend can be challenging. Although it is important to make patients aware of risks related to radiation exposure from imaging procedures, this information must be conveyed in a balanced manner to prevent patients from refusing necessary procedures because of overstated fears. Finally, time constraints in a busy clinical practice can create a substantial barrier to a thorough and balanced discussion of the benefits and risks of imaging with patients. The development of strategies to streamline the process of informing patients in these settings, such as training staff for this purpose or developing educational material for patients (eg, videos, interactive Web sites, brochures), is essential.

Role of AUC

The AUC represent an effort to improve the use of imaging studies in cardiology by promoting the principle of justification. AUC for cardiac radionuclide imaging (2009), cardiac CT (2010), coronary revascularization (including percutaneous coronary intervention; 2009), invasive coronary angiography (2012), and implantable cardioverter-defibrillators and cardiac resynchronization therapy (2013) are among those published to date. The process for developing AUC allows for a summary measure that incorporates test diagnostic performance characteristics, how test findings may influence patterns of clinical care, economic considerations, and the potential adverse effects of testing.54

Current AUC do not specifically address the topic of exposure to ionizing radiation, nor do they address the comparative effectiveness of different imaging modalities in specific clinical scenarios or the appropriateness of serial imaging with specific modalities. The largest potential impact of the AUC to reduce radiation exposure from cardiac imaging is to decrease the use of inappropriate tests. For an appropriate imaging study, the benefits incurred by the incremental information for diagnosis, prognosis, and management exceed the potential negative consequences attributable to the procedure. Procedural risk may be attributed to radiation, contrast media, anesthesia, or other factors, as well as downstream factors related to poor test performance. When cardiac imaging is inappropriate, however, any exposure to radiation is unacceptable. Importantly, clinical scenarios designated as “may be appropriate” (or “uncertain”) do not necessarily discourage imaging, but imaging for these indications with modalities that incur radiation (or other) risks should be reserved for at-risk patients who are likely to experience an overall benefit from testing.

Of course, there are inherent limitations to the use of AUC. Because of practical limits in length and detail, they cannot address every clinical scenario. Furthermore, evidence to guide the use of imaging in many clinical scenarios is lacking, and as such, some indications are based solely on expert opinion. Finally, and importantly, there are limited data to inform how these AUC can be implemented in their intended fashion in real-world clinical practice or continually updated with new information.

Current evidence suggests that AUC are not used in clinical practice in many settings,55 and promoting their use has proven challenging.56 AUC can only serve as a tool for promoting appropriate use and limiting inappropriate use of procedures if they are meaningfully integrated into clinical decision making. Use of decision support tools for requesting imaging procedures has been shown to facilitate implementation of AUC in practice,57–59 which is encouraging given the expanding use of electronic medical records systems. In order for AUC to affect a positive change in the use of procedures, further research into methods of promoting their use in clinical practice is essential.

Optimization

The principle of optimization implies that once a cardiac imaging study is deemed appropriate and clinically necessary, the study should be performed in a manner that minimizes radiation exposure while maintaining high diagnostic accuracy. In other words, patients should be exposed to the amount of radiation necessary to produce images adequate for the clinical purpose, not substantially more or less. Achievement of this goal requires conscientious management of radiation exposure with various approaches. In this section, we first discuss the challenges of measuring radiation exposure and dose and then outline key optimization strategies for each cardiac imaging modality. In addition, we address the need to develop quality assessment tools and diagnostic reference levels for cardiac imaging procedures.

Figure 2 outlines the overall approach to justification and optimization of cardiac imaging with ionizing radiation for the diagnosis and evaluation of coronary artery disease. A determination of the appropriateness of imaging is the first, cardinal step. Even if cardiac imaging with ionizing radiation is appropriate, there may be comparable diagnostic tests without radiation, and in some patients, this may be the preferred approach, especially in younger patients in whom the projected lifetime attributable risk of radiogenic cancer is higher.

Figure 2.
  • Download figure
  • Open in new tab
  • Download powerpoint
Figure 2.

Approach to cardiac imaging for evaluation of coronary artery disease (CAD). CTA indicates computed tomography angiography; PET, positron emission tomography; SPECT, single-photon emission computed tomography myocardial perfusion imaging; and Tc99m, technetium-99m.

Challenges of Measuring Absorbed Dose to a Patient and Limitations of Current Methods

Determining patient dose from medical imaging examinations is challenging. Although the amount of radiation delivered by the imaging device or radionuclide (ie, radiation exposure, the amount of radiation that the patient is exposed to) can be quantified relatively easily by standardized methods and test objects, the amount of radiation that is absorbed in a particular patient is dependent on many factors, including the size, shape, and tissue composition of the patient. Thus, discussions regarding “dose” need to differentiate between the radiation output by the imaging equipment or radionuclide and the radiation absorbed by the patient; they are not the same thing.60

Cardiac CT

In CT, the radiation output of the scanner is measured by use of standard cylindrical phantoms. These standard phantoms are made of polymethyl methacrylate (eg, acrylic or Plexiglas) and contain 1 central and several peripheral holes into which a radiation-measuring device called an ionization chamber can be inserted.61,62 From such phantom measurements, the scanner output, typically expressed as the volume CT dose index, can be determined (Table 3).63–66

View this table:
  • View inline
  • View popup
Table 3.

CT Radiation Dose Metrics

A patient size-specific dose estimate can be provided from the volume CT dose index and the “effective diameter” determined from a patient’s cross-sectional body dimensions within the scan region.62,67 For organs fully contained in the scan range, the size-specific dose estimate provides reasonable estimates of organ doses.

For the thorax, the size-specific dose estimate is within ≈20% of the actual mean dose in the scan region, but the 95% subjective confidence intervals of the risk estimate coefficients span a range of a factor of 10 to 100. Thus, the relatively small difference in estimated dose compared with the actual dose delivered from a CT scan makes practically no difference in the precision of the projected long-term cancer risk related to that dose.50

More detailed estimates of organ doses can be simulated by use of Monte Carlo methods and images of either the specific or a similarly sized patient.68–71 This simulation approach is analogous to the processes used in radiation therapy treatment planning to calculate the dose to target organs and structures. In radiation therapy, in which the dose levels are intentionally set high enough to cause cell death, the accuracy of such dose estimates must be within a few percent or less. By comparison, at the low doses associated with diagnostic imaging, the projected biological effect of radiation is very small, and the quantitative estimates of biological risk are much less certain than the estimates of radiation dose.

Nuclear Cardiology

In nuclear cardiology, the type and activity (millicurie) of the injected radiopharmaceutical are the key determinants of radiation dose. Published estimates of organ doses for various radiopharmaceuticals are for a standard-size person and with standard radiopharmaceutical pharmacokinetics that may not be accurate for an individual patient.61,72 These generalized methods of estimating organ dose in nuclear cardiology are useful in the comparison of the doses delivered from different radiopharmaceuticals to optimize a given type of study. Compared with CT, the uncertainty in organ doses for individual patients is higher for nuclear cardiology because of the variability of the pharmacokinetics of the radiopharmaceuticals among individual patients.

Fluoroscopy

The key dose metrics in fluoroscopy are total air kerma at the reference point (Ka,r) and air kerma area product (PKA). Ka,r represents the x-ray energy delivered to the air, ie, the air kerma, at a defined distance from the x-ray tube’s focal spot, which varies from fluoroscope to fluoroscope and may be inside, at, or outside an individual patient’s skin surface. A significant limitation of Ka,r is that it does not account for gantry motion during a procedure; instead, it represents the cumulative values, as if all the radiation were directed to a single location. Ka,r is used as a predictor of the risk of threshold-dependent deterministic skin effects but is not a direct measure of peak skin dose. There is currently no available method to directly measure peak skin dose, although a qualified physicist can estimate it if air kerma and x-ray geometry details are known. Improved means of estimating actual skin dose distributions are being developed.70 Air kerma area product is the cumulative sum of the product of instantaneous air kerma and x-ray field area, which reflects the total radiation emitted by the tube. It is used to calculate estimates for patient cancer risk (non-threshold, stochastic effect) and scatter reaching the staff. Similar to dose-length product in CT, it is a measure of the total radiation exposure to the patient. Per FDA regulations, all systems in the United States manufactured since 2006 have the capability to display both Ka,r and air kerma area product. Due to its limitations (Table 4), fluoroscopy time alone is not a useful descriptor of radiation dose.

View this table:
  • View inline
  • View popup
Table 4.

Fluoroscopic Radiation Dose Metrics*

Table 4 summarizes some of the useful dosimetry parameters and their clinical relevance. Patients receiving substantial exposures should be appropriately counseled before discharge. All available exposure data should be recorded in the medical record.27,71–73 The substantial radiation dose level shown in the table is intended to trigger patient follow-up. The severity of radiation injuries increases with increasing dose.

Recommendation

  1. When a patient’s radiation exposure related to a fluoroscopic procedure exceeds the institutional trigger level, clinical follow-up for early detection and management of skin injuries should be arranged before discharge. (Class I; Level of Evidence C).

Modality-Specific Optimization Techniques

Cardiac CT

Technological advances in CT scanners and in imaging protocols have made it possible to obtain high-quality images using ever-lower radiation exposures. A number of techniques are available to optimize the radiation exposure used in cardiac CT studies by individualizing the scanning protocols on the basis of patient characteristics and the objective of the examination; these are summarized in Table 5.

View this table:
  • View inline
  • View popup
Table 5.

Data Acquisition Modes in Cardiac CT and Strategies for Exposure Reduction

In retrospective gating, the original scanning mode in multidetector-row CT for coronary imaging, the x-ray tube emits a stable amount of radiation per unit of time throughout the entire helical (spiral) scan. Projection data are acquired throughout the entire cardiac cycle, but only the data during the period of the least cardiac motion (typically in diastasis) are used for image reconstruction. If the quality of the initial set of images is unsatisfactory, the projection data can be reconstructed to obtain images during other portions of the cardiac cycle. The entire set of projection data can be reconstructed to create moving cine loops of myocardial contraction to examine global and regional left ventricular function. This scanning mode typically uses the highest radiation output, with an effective dose of 15 to 25 mSv.

The Society of Cardiovascular Computed Tomography recently published a comprehensive set of guidelines on radiation dose and dose-optimization strategies in cardiovascular CT.19 With some reduced radiation exposure protocols, fewer photons reach the detectors for some or all projections; hence, the images may have a grainy, “noisy” appearance when reconstructed with conventional filtered back-projection algorithms.

Iterative reconstruction is a technique that uses mathematical modeling to identify and selectively reduce noise, but it is computationally much more demanding than standard filtered back-projection. Although iterative reconstruction itself does not lower radiation dose, it supports lowering patient dose by creating less noisy images from scans acquired with low x-ray tube output.

Even if image noise is addressed successfully, some reduced radiation exposure scanning protocols do not allow reconstruction of >1 time point during the cardiac cycle, and most are, at the current stage of development, reliable only in patients who have a regular, stable, and slow heart rate and who are not severely overweight.

Nuclear Cardiology

Optimization in nuclear cardiac imaging includes selecting the best protocol, radiotracer, and imaging system, as well as using new technologies.21,77 A recent statement from the American Society of Nuclear Cardiology details methods of customizing imaging on the basis of a patient’s characteristics and reducing the use of “one size fits all” imaging protocols.25

Selecting the Best Protocol, Radiotracer, and Imaging System

In single-photon emission CT (SPECT), the use of technetium-99m radiotracers with SPECT is preferred over thallium-201 (because of factors such as greater radiation exposure and poorer spatial resolution with thallium-201), and for both, the injected activity should be based on body weight.21,25 Use of stress-first protocols may eliminate radiation if the stress portion is normal, in which case the rest portion becomes unnecessary and the study is stress only.78,79 Attenuation correction or prone imaging for the stress portion may help distinguish soft tissue attenuation from perfusion defects and obviate the need for rest studies.

Although radiation dose is lower with myocardial perfusion positron emission tomography (PET) than with SPECT, largely because of the shorter half-lives of the PET radiotracers, SPECT may be preferred in patients who can exercise.25 Exercise protocols provide functional information that is unavailable in pharmacological stress protocols, but exercise protocols are not feasible with current US Food and Drug Administration–approved PET tracers.21,25

Utilization of New Technologies

Recent hardware and software advances in SPECT and PET allow the maintenance of high image quality and diagnostic accuracy at lower injected activity and radiation dose. Some of these innovations include the use of iterative reconstruction, resolution recovery, multidetector systems, and solid-state detectors.77,80

Fluoroscopy

Fluoroscopic systems are designed to meet diverse clinical requirements. User-selectable modes vary considerably in both exposure-rate and image-processing capabilities. The optimum mode needed for a specific patient’s procedure should be selected before the patient is placed on the table and verified as part of the time-out process. The actual exposure rates delivered at any moment are determined by a combination of the selected mode, patient characteristics, and operator behavior.

The patient’s total radiation exposure is determined by operator behavior. Operators should routinely monitor radiation exposure during fluoroscopic procedures as part of the ongoing evaluation of benefit and risk. Radiation exposure displays are visible to the operator at tableside on most interventional fluoroscopy units. Table 6 reviews some of the actions that an operator can take during a procedure to minimize exposure rate. Exposure rates with cine and digital subtraction angiography are typically much higher than fluoroscopy; hence, as outlined in Table 6, cine and digital subtraction angiography should be used only when necessary.

View this table:
  • View inline
  • View popup
Table 6.

Fluoroscopic Exposure Rate Management Techniques

Need for Evaluation (and Eventual Public Reporting) of Performance of Cardiac Imaging Practices Relative to National Benchmarks

Studies have shown wide variation among and within imaging centers in radiation dose indexes for a given imaging study,81,82 which for the most part reflects the substantial differences among these centers in adoption of optimization techniques.

Currently, the radiation exposures delivered by specific cardiac imaging procedures are not routinely recorded and archived, although most imaging devices record sufficient technical information to be able to determine the exposure delivered to the patient. In nuclear medicine studies, the amount of radionuclide given to the patient is almost universally recorded. Public availability of radiation exposure data in the form of databases would allow imaging centers or users to compare radiation exposure descriptors from their practices with regional, national, and international values for the purpose of quality control and improvement.74 The provision of this type of feedback, in conjunction with educational initiatives, has been shown to effectively promote implementation of best practices and safer use of cardiac imaging.83,84 Additional data reporting regarding exposure levels that put patients at risk for deterministic injuries is also needed.26,85

The patient radiation exposure data from medical imaging examinations performed in similar-sized patients and for similar diagnostic tasks can be used to develop benchmarking data and could be examined for trends in exposures over time. Data regarding the measures used to reduce radiation exposure, or the reasons for not using them, and the appropriateness of the procedure according to current AUC should be documented and evaluated over time, when possible.

Development of the mechanisms necessary for patient dose data collection and review at the institutional level is a prerequisite to the creation of national registries that would allow more comprehensive comparison of performance between facilities and development of more reliable, standardized benchmarks.26,74 Periodic audits and appropriate performance testing by a qualified medical physicist are necessary for optimized clinical functionality of imaging equipment. These evaluations are necessarily more extensive than the minimal testing required for compliance with regulatory safety limits. Archived exposure data should be used to evaluate differences between operators, protocols, and systems, as well as to compare overall performance with published guidance values.11

Recommendation

  1. All cardiac imaging facilities should record all relevant radiation-related data in an appropriate database. These exposure reports should be archived and audited regularly for quality assurance and benchmarking (Class I; Level of Evidence B).83,84

Need for Diagnostic Reference Levels for Radiation Exposure Related to Cardiac Imaging

Despite their limitations, the dose metrics discussed in “Challenges of Measuring Absorbed Dose to a Patient and Limitations of Current Methods” can serve as useful tools for developing benchmarks and evaluating relative performance across equipment models, procedures, and practices. Such benchmarks for diagnostic imaging should reflect dose metrics that the user can control (either the equipment radiation output or the delivered quantity of radionuclide) rather than patient absorbed dose.

Diagnostic reference levels (DRLs) are radiation exposure levels for a typical-sized patient for a particular high-volume, standardized imaging procedure and represent an established quality control tool to compare radiation dose descriptors within and among imaging centers.86 DRLs allow imaging users, regulators, professional societies, and accrediting organizations to identify cases, types of studies, or practices that deliver exposures that are higher than usual compared with peer groups. Consistently exceeding DRLs suggests the urgent need to carefully reevaluate and adjust imaging protocols such that the radiation exposure is closer to the normative range.86–88

The use of DRLs has been shown to facilitate adoption of optimization techniques that decrease the mean radiation dose and the range of dose distribution of radiological imaging procedures among different facilities.83,84 The DRL process is inappropriate for the evaluation of interventional procedures and cannot detect those cases with possible skin reactions.86 DRLs should be established on the basis of large surveys or studies, such as exposure registries, and updated periodically to reflect the effects of protocol optimizations or technological improvements of imaging equipment.

DRLs should be tailored to particular clinical applications of a modality. For some patient populations, procedures, or equipment, it may not always be possible to achieve exposure levels below published DRLs. For example, dose-length product may be appropriately higher in cardiac CT angiography (CTA) procedures performed before transcatheter aortic valve replacement, in which radiation risk is low in this population of elderly patients with critical aortic stenosis and patients may benefit from the assessment of changes in aortic root anatomy over the cardiac cycle, than in cardiac CTA performed in younger emergency department patients with low probability of coronary disease.

In cardiac CT, the measurable radiation exposure descriptors (or dose indexes) useful for establishing DRLs are volume CT dose index, expressed in milligrays, and dose-length product, expressed in milligray-centimeters (Table 3). The corresponding exposure parameter for nuclear cardiology procedures is the activity of the administered radioisotope (typically expressed in units of megabecquerels or millicuries). For fluoroscopy procedures, the main dose indexes are total air kerma at the reference point (in grays; an indicator of skin dose) and air kerma-area product (in gray-centimeters squared; an indicator of total exposure and cancer risk; Table 4).

There are a number of initiatives currently under way to establish DRLs for various imaging procedures. Prominent among them are the National Council on Radiation Protection & Measurements report on DRLs86 and the ACR Radiation Dose Index Registry.89,90 At present, available US benchmark data for interventional cardiology procedures are derived from the CathPCI Registry and a Nationwide Evaluation of X-ray Trends (NEXT) survey.53,91

Use and Limitations of Tracking Patient Radiation History

Mechanisms for longitudinal tracking of medical radiation exposure over a patient’s lifetime have been recommended by several organizations. For example, the International Atomic Energy Agency has proposed a physical or virtual “smart card” that contains a continuously updated record of a patient’s radiation exposure data.92 A Patient Medical Imaging Record card has been developed by the US Food and Drug Administration jointly with the Image Wisely initiative for patients to use to record their imaging procedures; it is available online.93 The Radiology and Imaging Sciences department at the National Institutes of Health has suggested processes for incorporating radiation exposure reports from medical procedures into the electronic medical record.

Available data suggest that many patients undergo multiple imaging procedures sequentially, which can result in large cumulative exposures.94–98 Given the rising use of imaging, it is important to gain a clear picture of cumulative exposures within the population to determine the potential public health implications. Tracking radiation exposure of individuals on a broad (national or international) level could provide such information. If used over several decades, it might help to better define the dose-risk relationship at radiation doses relevant to medical imaging, provided that patient dosimetry, outcomes, and risk factors could all be collected comprehensively and accurately.

Although such programs might provide valuable information about patterns and trends of radiation exposure from an epidemiological standpoint, it is important to have a clear understanding of their limitations, particularly because their implementation would require substantial resources. As an important clinical issue, tracking patient radiation dose longitudinally cannot be considered helpful in guiding diagnostic decision making for individual patients in a discrete encounter. If one assumes a linear relationship between radiation dose and cancer risk, the incremental risk associated with radiation from a given imaging procedure is independent of prior radiation exposures.99 When a physician and patient are weighing the benefits and risks of performing a cardiac imaging study, the benefit-risk balance for that procedure is the same regardless of whether the patient has a high cumulative radiation exposure or not. For each encounter, the most efficacious (taking into account diagnostic performance, all potential risks, cost, and availability) imaging study should be considered in all patients, not just those with high prior cumulative exposure.100

Future Priorities for Research

Continued Technical Advances in Imaging

Computed Tomography

Numerous technical advances in cardiac imaging technologies offer the potential to further reduce radiation exposures, with the goal of achieving comparable diagnostic performance and subjective image quality at lower and lower exposures levels.101 Current radiation exposure reduction efforts are focused on multiple areas, including new x-ray tube designs, better beam collimation, more efficient solid-state photon-counting detectors, novel photon-counting detectors, and more sophisticated iterative image-reconstruction algorithms.102,103 It has been estimated that a combination of such methods may lead to a dose reduction of 80% from that possible with current scanners.102 Optimization and standardization of CT protocols and robust dose index reporting in CT will further enhance the ability to manage radiation exposures in CT.104

Nuclear Cardiology

Several clinical and preclinical SPECT cameras that incorporate ≥2 solid-state detectors and are more sensitive to detection of photons have been developed. Although most initial studies and clinical protocols using such cameras have used this advantage to reduce acquisition time, efforts have begun to develop and validate protocols that use lower injected activity.105,106 Improvements in image reconstruction for nuclear cardiology with improved iterative image-reconstruction methods combined with resolution recovery also offer the potential to reduce dose.77,80 Development of new PET perfusion tracers will allow the use of exercise as stress modality and still allow the benefit of the lower radiation exposure in PET compared with SPECT.

Fluoroscopy

In interventional fluoroscopy, x-ray beam management technologies are providing ways to perform imaging and intervention using much lower exposures. CT-like imaging options, such as cone-beam CT or 3-dimensional rotational acquisitions, are providing new options for assessment of the success of interventional procedures in real time, potentially avoiding postprocedural confirmatory imaging examinations.107–109 Although a single 3-dimensional rotational acquisition or cone-beam CT produces more radiation than a single cine or digital subtraction angiography run, dose savings occur when the single 3-dimensional acquisition replaces multiple cine or digital subtraction angiography runs.110,111 Essentially, the 3-dimensional data set yields a quick impression of the lesion and its best viewing angle, which allows the operator to eliminate nonproductive diagnostic acquisitions.

Hybrid Imaging

Hybrid scanners that incorporate magnetic resonance imaging, such as PET/magnetic resonance imaging and PET/CT/magnetic resonance imaging, offer the potential for information currently obtained at the cost of ionizing radiation exposure (eg, bolus tracking, attenuation correction, and lesion localization) to be obtained without radiation. Future efforts need to focus on further development and validation of such technology and protocols.

Assessing the Benefit of Imaging in Various Clinical Scenarios Using Clinical Trials and Comparative Effectiveness Studies

In many clinical scenarios, there is little or no evidence to guide the use of imaging and to quantify its potential benefit. Prospective, randomized clinical trials that compare the outcomes of management strategies with and without imaging are difficult to design and hence rare.112,113 A major component of defining the appropriateness of imaging for a given indication is to examine the comparative effectiveness of multiple imaging modalities for diagnosis and guidance of management. Comparative effectiveness trials and registries form the basis for demonstrating clinical benefit and inform clinical practice guidelines and AUC. There are a number of ongoing randomized clinical trials that may provide critical information about testing strategies, for instance, the National Institutes of Health/National Heart, Lung, and Blood Institute–sponsored Prospective Multicenter Imaging Study for Evaluation of Chest Pain (PROMISE),114 which compares functional imaging with exercise or pharmacological stress with anatomic imaging by coronary CT angiography. Other such trials include the International Study of Comparative Health Effectiveness with Medical and Invasive Approaches (ISCHEMIA),115 which is comparing conservative and invasive management in patients with stable ischemic heart disease and moderate ischemia based on imaging, and the Randomized Evaluation of Patients With Stable Angina Comparing Utilization of Diagnostic Examination (RESCUE),116 which is comparing coronary CTA and SPECT myocardial perfusion imaging as initial diagnostic strategies for coronary artery disease in patients with stable angina.

Negative clinical trials, which identify areas with limited or no clinical benefit from imaging, are an important element of developing evidence. Negative clinical trials that result in categorization as inappropriate or in class III clinical recommendations (no benefit) for certain imaging strategies can reduce the use of and decrease population exposure to ionizing radiation. For example, the Detection of Ischemia in Asymptomatic Diabetics (DIAD) trial showed no benefit of screening for ischemia with radionuclide myocardial perfusion imaging in asymptomatic patients with diabetes mellitus compared with no screening.117 Several other recent negative clinical trials have indicated the use of certain imaging strategies as inappropriate in specific clinical scenarios.117,118

Clinical trials and registries of cardiovascular imaging could contribute to radiation safety and reduction of population exposure to ionizing radiation in other ways. For example, routine, mandated collection of available radiation data from clinical studies could result in the development of DRLs for a given patient population.119 Also, clinical trials or registries should more frequently incorporate assessments of the value of the information obtained by imaging, and assimilation of trial or registry experiences into the crafting of real-world effectiveness and safety strategies should become a more common focus.

Recommendation

  1. In trials, comparative effectiveness studies, and registries that involve diagnostic cardiac imaging with ionizing radiation, all relevant radiation exposure data should be collected and reported (Class I; Level of Evidence B).83,84

Continued Refinement of AUC

Indications given an AUC designation of “may be appropriate” (or “uncertain”), such as SPECT and CTA criteria for long-term evaluation after revascularization, should be the focus of future research.15,17 Studies examining outcomes from cardiac imaging, such as the DIAD trial,117 should be incorporated into AUC updates. Ongoing clinical trials that compare multiple imaging modalities should form the basis for future multimodality AUC, which may take into consideration the projected risks of radiation exposure as a criterion in the choice of initial testing. As discussed in prior sections, the development of new strategies to promote the routine use of AUC by clinicians is also much needed.

Improving Methods of Effective Communication With Patients

Further research into developing effective communication strategies for conveying information to patients and educating them about the benefits and risks of procedures is necessary to achieve patient-centered imaging.

Epidemiological Studies of the Effects of Radiation Exposure

Population-based assessments examining the relationship between low-dose radiation from medical imaging and risk of malignancy are limited by existing techniques for quantifying in vivo exposure and the large cohort sizes that must be matched and followed to demonstrate risks in the dose levels associated with medical imaging.46 For a 10-mSv effective dose (similar to many cardiac imaging procedures), a cohort of >2 million individuals must be studied over their entire lifetime, and other risk- and health-modifying factors controlled or accounted for, to have an 80% chance of detecting a statistically significant increase in cancer risk.120 Several prospective cohort studies are currently under way to examine the radiation risks related to imaging with CT in children.121 Support of such epidemiological studies that may better define the dose-risk relationship at radiation doses relevant to medical imaging is essential.

Cellular Biomarkers of Radiosensitivity

Further studies of the molecular and cellular effects of radiation exposure are equally critical to develop an accurate dose-risk model. New methods that are sensitive to DNA repair activity at the doses associated with CT imaging have been developed.122 Ongoing research to identify genes with differential expression after radiation exposure suggests the potential for the development of biomarkers for sensitivity to the effects of radiation.122,123 However, much work remains to identify specific sets of genes that alter their expression and to examine their relationship to biological effects in humans. The theoretical future benefits of such work include identification of patient-specific indicators for risk of radiogenic malignancy (other than age and sex) or severe side effects after radiation therapy in individuals who are especially radiosensitive.

Summary

Education, justification, and optimization are the cornerstones to enhancing the radiation safety of medical imaging. Education regarding the benefits and risks of imaging and the principles of radiation safety is required for all clinicians in order for them to be able to use imaging optimally. Empowering patients with knowledge of the benefits and risks of imaging will facilitate their meaningful participation in decisions related to their health care, which is necessary to achieve patient-centered care. Limiting the use of imaging to appropriate clinical indications can ensure that the benefits of imaging outweigh any potential risks. Finally, the continually expanding repertoire of techniques that allow high-quality imaging with lower radiation exposure should be used when available to achieve safer imaging. The implementation of these strategies in practice is necessary to achieve high-quality, patient-centered imaging and will require a shared effort and investment by all stakeholders, including physicians, patients, national scientific and educational organizations, politicians, and industry.

Disclosures

View this table:
  • View inline
  • View popup

Writing Group Disclosures

View this table:
  • View inline
  • View popup

Reviewer Disclosure Table

Footnotes

  • Endorsed by the American Association of Physicists in Medicine, American College of Cardiology, American Society of Nuclear Cardiology, North American Society for Cardiovascular Imaging, Society of Cardiovascular Computed Tomography, and Society for Coronary Angiography and Interventions

  • The American Heart Association makes every effort to avoid any actual or potential conflicts of interest that may arise as a result of an outside relationship or a personal, professional, or business interest of a member of the writing panel. Specifically, all members of the writing group are required to complete and submit a Disclosure Questionnaire showing all such relationships that might be perceived as real or potential conflicts of interest.

  • This statement was approved by the American Heart Association Science Advisory and Coordinating Committee on March 2, 2013. A copy of the document is available at http://my.americanheart.org/statements by selecting either the “By Topic” link or the “By Publication Date” link. To purchase additional reprints, call 843-216-2533 or e-mail kelle.ramsay{at}wolterskluwer.com.

  • The American Heart Association requests that this document be cited as follows: Fazel R, Gerber TC, Balter S, Brenner DJ, Carr JJ, Cerqueira MD, Chen J, Einstein AJ, Krumholz HM, Mahesh M, McCollough CH, Min JK, Morin RL, Nallamothu BK, Nasir K, Redberg RF, Shaw LJ; on behalf of the American Heart Association Council on Quality of Care and Outcomes Research and Council on Cardiovascular Radiology and Intervention. Approaches to enhancing radiation safety in cardiovascular imaging: a scientific statement from the American Heart Association. Circulation. 2014;130:1730–1748.

  • Expert peer review of AHA Scientific Statements is conducted by the AHA Office of Science Operations. For more on AHA statements and guidelines development, visit http://my.americanheart.org/statements and select the “Policies and Development” link.

  • Permissions: Multiple copies, modification, alteration, enhancement, and/or distribution of this document are not permitted without the express permission of the American Heart Association. Instructions for obtaining permission are located at http://www.heart.org/HEARTORG/General/Copyright-Permission-Guidelines_UCM_300404_Article.jsp. A link to the “Copyright Permissions Request Form” appears on the right side of the page.

  • ↵* Risk estimates for various coronary computed tomography angiography (CTA) protocols are modeled on the basis of the use of a 64-slice scanner with the following scan parameters: (1) Coronary CTA without contemporary optimization techniques: retrospective ECG gating, tube voltage of 120 kVp, tube current time product of 170 mAs, gantry rotation time of 0.33 second, slice thickness of 0.6 mm, slice increment per rotation of 3.8 mm, pitch of 0.2, and scan range of 15 cm. (2) Coronary CTA with tube current modulation: same as above except for electrocardiographically controlled tube current modulation with reduction in tube current by 35%. (3) Prospective ECG-gated coronary CTA: tube voltage of 120 kV; 450 mA; gantry rotation time of 0.35 second; cardiac large filter; slice thickness of 0.625 mm; and scan range of 12 cm.

  • © 2014 American Heart Association, Inc.

References

  1. 1.↵
    National Council on Radiation Protection & Measurements. Ionizing Radiation Exposure of the Population of the United States. Bethesda, MD: National Council on Radiation Protection & Measurements; March 2009. NCRP Report No. 160.
  2. 2.↵
    1. Gerber TC,
    2. Carr JJ,
    3. Arai AE,
    4. Dixon RL,
    5. Ferrari VA,
    6. Gomes AS,
    7. Heller GV,
    8. McCollough CH,
    9. McNitt-Gray MF,
    10. Mettler FA,
    11. Mieres JH,
    12. Morin RL,
    13. Yester MV
    . Ionizing radiation in cardiac imaging: a science advisory from the American Heart Association Committee on Cardiac Imaging of the Council on Clinical Cardiology and Committee on Cardiovascular Imaging and Intervention of the Council on Cardiovascular Radiology and Intervention. Circulation. 2009;119:1056–1065.
    OpenUrlFREE Full Text
  3. 3.↵
    1. Jacob K,
    2. Vivian G,
    3. Steel JR
    . X-ray dose training: are we exposed to enough? Clin Radiol. 2004;59:928–934.
    OpenUrlCrossRefPubMed
  4. 4.↵
    1. Lee CI,
    2. Haims AH,
    3. Monico EP,
    4. Brink JA,
    5. Forman HP
    . Diagnostic CT scans: assessment of patient, physician, and radiologist awareness of radiation dose and possible risks. Radiology. 2004;231:393–398.
    OpenUrlCrossRefPubMed
  5. 5.↵
    1. Quinn AD,
    2. Taylor CG,
    3. Sabharwal T,
    4. Sikdar T
    . Radiation protection awareness in non-radiologists. Br J Radiol. 1997;70:102–106.
    OpenUrlAbstract
  6. 6.↵
    1. Shiralkar S,
    2. Rennie A,
    3. Snow M,
    4. Galland RB,
    5. Lewis MH,
    6. Gower-Thomas K
    . Doctors’ knowledge of radiation exposure: questionnaire study. BMJ. 2003;327:371–372.
    OpenUrlFREE Full Text
  7. 7.↵
    1. Amis ES Jr.,
    2. Butler PF,
    3. Applegate KE,
    4. Birnbaum SB,
    5. Brateman LF,
    6. Hevezi JM,
    7. Mettler FA,
    8. Morin RL,
    9. Pentecost MJ,
    10. Smith GG,
    11. Strauss KJ,
    12. Zeman RK
    . American College of Radiology white paper on radiation dose in medicine. J Am Coll Radiol. 2007;4:272–284.
    OpenUrlCrossRefPubMed
  8. 8.↵
    1. Beller GA,
    2. Bonow RO,
    3. Fuster V
    . ACCF 2008 recommendations for training in adult cardiovascular medicine core cardiology training (COCATS 3) (revision of the 2002 COCATS training statement). J Am Coll Cardiol. 2008;51:335–338.
    OpenUrlCrossRefPubMed
  9. 9.↵
    1. Bernardi G,
    2. Padovani R,
    3. Trianni A,
    4. Morocutti G,
    5. Spedicato L,
    6. Zanuttini D,
    7. Werren M,
    8. Wagner LK
    . The effect of fellows’ training in invasive cardiology on radiological exposure of patients. Radiat Prot Dosimetry. 2008;128:72–76.
    OpenUrlAbstract/FREE Full Text
  10. 10.↵
    1. Xu G,
    2. Zhao W,
    3. Zheng L,
    4. Fan X,
    5. Yin Q,
    6. Liu X
    . Decreasing radiation doses in digital subtraction angiographies consecutively performed by trainees. Radiat Prot Dosimetry. 2012;148:181–184.
    OpenUrlAbstract/FREE Full Text
  11. 11.↵
    1. Fetterly KA,
    2. Mathew V,
    3. Lennon R,
    4. Bell MR,
    5. Holmes DR Jr.,
    6. Rihal CS
    . Radiation dose reduction in the invasive cardiovascular laboratory: implementing a culture and philosophy of radiation safety. JACC Cardiovasc Interv. 2012;5:866–873.
    OpenUrlCrossRefPubMed
  12. 12.↵
    1. Kim C,
    2. Vasaiwala S,
    3. Haque F,
    4. Pratap K,
    5. Vidovich MI
    . Radiation safety among cardiology fellows. Am J Cardiol. 2010;106:125–128.
    OpenUrlCrossRefPubMed
  13. 13.↵
    Advanced diagnostic imaging accreditation. Centers for Medicare & Medicaid Services Web site. http://www.cms.gov/Medicare/Provider-Enrollment-and-Certification/MedicareProviderSupEnroll/AdvancedDiagnosticImagingAccreditation.html. Updated April 25, 2012. Accessed April 13, 2014.
  14. 14.
    1. Patel MR,
    2. Bailey SR,
    3. Bonow RO,
    4. Chambers CE,
    5. Chan PS,
    6. Dehmer GJ,
    7. Kirtane AJ,
    8. Wann LS,
    9. Ward RP
    . ACCF/SCAI/AATS/AHA/ASE/ASNC/HFSA/HRS/SCCM/SCCT/SCMR/STS 2012 appropriate use criteria for diagnostic catheterization: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, Society for Cardiovascular Angiography and Interventions, American Association for Thoracic Surgery, American Heart Association, American Society of Echocardiography, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society of Critical Care Medicine, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance, and Society of Thoracic Surgeons. J Am Coll Cardiol. 2012;59:1995–2027.
    OpenUrlCrossRefPubMed
  15. 15.
    1. Hendel RC,
    2. Berman DS,
    3. Di C,
    4. arli MF,
    5. Heidenreich PA,
    6. Henkin RE,
    7. Pellikka PA,
    8. Pohost GM,
    9. Williams KA
    . ACCF/ASNC/ACR/AHA/ASE/SCCT/SCMR/SNM 2009 appropriate use criteria for cardiac radionuclide imaging: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, the American Society of Nuclear Cardiology, the American College of Radiology, the American Heart Association, the American Society of Echocardiography, the Society of Cardiovascular Computed Tomography, the Society for Cardiovascular Magnetic Resonance, and the Society of Nuclear Medicine. Circulation. 2009;119:e561–e587.
    OpenUrlFREE Full Text
  16. 16.↵
    1. Patel MR,
    2. Dehmer GJ,
    3. Hirshfeld JW,
    4. Smith PK,
    5. Spertus JA
    . ACCF/SCAI/STS/AATS/AHA/ASNC/HFSA/SCCT 2012 appropriate use criteria for coronary revascularization focused update: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, Society for Cardiovascular Angiography and Interventions, Society of Thoracic Surgeons, American Association for Thoracic Surgery, American Heart Association, American Society of Nuclear Cardiology, and the Society of Cardiovascular Computed Tomography [published correction appears in J Am Coll Cardiol. 2012;59:1336]. J Am Coll Cardiol. 2012;59:857–881.
    OpenUrlCrossRefPubMed
  17. 17.
    1. Taylor AJ,
    2. Cerqueira M,
    3. Hodgson JM,
    4. Mark D,
    5. Min J,
    6. O’Gara P,
    7. Rubin GD
    . ACCF/SCCT/ACR/AHA/ASE/ASNC/NASCI/SCAI/SCMR 2010 appropriate use criteria for cardiac computed tomography: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, the Society of Cardiovascular Computed Tomography, the American College of Radiology, the American Heart Association, the American Society of Echocardiography, the American Society of Nuclear Cardiology, the North American Society for Cardiovascular Imaging, the Society for Cardiovascular Angiography and Interventions, and the Society for Cardiovascular Magnetic Resonance. Circulation. 2010;122:e525–e555.
    OpenUrlFREE Full Text
  18. 18.↵
    1. Russo AM,
    2. Stainback RF,
    3. Bailey SR,
    4. Epstein AE,
    5. Heidenreich PA,
    6. Jessup M,
    7. Kapa S,
    8. Kremers MS,
    9. Lindsay BD,
    10. Stevenson LW
    . ACCF/HRS/AHA/ASE/HFSA/SCAI/SCCT/SCMR 2013 appropriate use criteria for implantable cardioverter-defibrillators and cardiac resynchronization therapy: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, Heart Rhythm Society, American Heart Association, American Society of Echocardiography, Heart Failure Society of America, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, and Society for Cardiovascular Magnetic Resonance. J Am Coll Cardiol. 2013;61:1318–1368.
    OpenUrlCrossRefPubMed
  19. 19.
    1. Halliburton SS,
    2. Abbara S,
    3. Chen MY,
    4. Gentry R,
    5. Mahesh M,
    6. Raff GL,
    7. Shaw LJ,
    8. Hausleiter J
    . SCCT guidelines on radiation dose and dose-optimization strategies in cardiovascular CT. J Cardiovasc Comput Tomogr. 2011;5:198–224.
    OpenUrlCrossRefPubMed
  20. 20.↵
    1. Naidu SS,
    2. Rao SV,
    3. Blankenship J,
    4. Cavendish JJ,
    5. Farah T,
    6. Moussa I,
    7. Rihal CS,
    8. Srinivas VS,
    9. Yakubov SJ
    . Clinical expert consensus statement on best practices in the cardiac catheterization laboratory: Society for Cardiovascular Angiography and Interventions. Catheter Cardiovasc Interv. 2012;80:456–464.
    OpenUrlCrossRefPubMed
  21. 21.
    1. Cerqueira MD,
    2. Allman KC,
    3. Ficaro EP,
    4. Hansen CL,
    5. Nichols KJ,
    6. Thompson RC,
    7. Van Decker WA,
    8. Yakovlevitch M
    . Recommendations for reducing radiation exposure in myocardial perfusion imaging. J Nucl Cardiol. 2010;17:709–718.
    OpenUrlCrossRefPubMed
  22. 22.↵
    1. Fazel R,
    2. Dilsizian V,
    3. Einstein AJ,
    4. Ficaro EP,
    5. Henzlova M,
    6. Shaw LJ
    . Strategies for defining an optimal risk-benefit ratio for stress myocardial perfusion SPECT. J Nucl Cardiol. 2011;18:385–392.
    OpenUrlCrossRefPubMed
  23. 23.
    1. Walsh MN,
    2. Bove AA,
    3. Cross RR,
    4. Ferdinand KC,
    5. Forman DE,
    6. Freeman AM,
    7. Hughes S,
    8. Klodas E,
    9. Koplan M,
    10. Lewis WR,
    11. MacDonnell B,
    12. May DC,
    13. Messer JV,
    14. Pressler SJ,
    15. Sanz ML,
    16. Spertus JA,
    17. Spinler SA,
    18. Teichholz LE,
    19. Wong JB,
    20. Byrd KD
    . ACCF 2012 health policy statement on patient-centered care in cardiovascular medicine: a report of the American College of Cardiology Foundation Clinical Quality Committee. J Am Coll Cardiol. 2012;59:2125–2143.
    OpenUrlCrossRefPubMed
  24. 24.
    1. Douglas PS,
    2. Carr JJ,
    3. Cerqueira MD,
    4. Cummings JE,
    5. Gerber TC,
    6. Mukherjee D,
    7. Taylor AJ
    . Developing an action plan for patient radiation safety in adult cardiovascular medicine: proceedings from the Duke University Clinical Research Institute/American College of Cardiology Foundation/American Heart Association Think Tank held on February 28, 2011. Circ Cardiovasc Imaging. 2012;5:400–414.
    OpenUrlAbstract/FREE Full Text
  25. 25.
    1. Depuey EG,
    2. Mahmarian JJ,
    3. Miller TD,
    4. Einstein AJ,
    5. Hansen CL,
    6. Holly TA,
    7. Miller EJ,
    8. Polk DM,
    9. Wann LS
    . Patient-centered imaging [published correction appears in J Nucl Cardiol. 2012;19:633]. J Nucl Cardiol. 2012;19:185–215.
    OpenUrlCrossRefPubMed
  26. 26.↵
    National Council on Radiation Protection & Measurements. Radiation Dose Management for Fluoroscopically-Guided Interventional Medical Procedures. Bethesda, MD: National Council on Radiation Protection & Measurements; July 2010. NCRP Report No. 168.
  27. 27.↵
    1. Health Physics Society.
    Radiation risk in perspective: position statement of the Health Physics Society. http://hps.org/documents/risk_ps010-2.pdf. Accessed April 13, 2014.
  28. 28.
    1. Health Physics Society.
    Radiation exposure from medical diagnostic imaging procedures: Health Physics Society fact sheet. http://hps.org/documents/meddiagimaging.pdf. Accessed April 13, 2014.
  29. 29.
    1. American Association of Physicists in Medicine.
    AAPM position statement on radiation risks from medical imaging procedures. Policy date December 13, 2011. http://www.aapm.org/org/policies/details.asp?id=318&type=PP. Accessed April 13, 2014.
  30. 30.
    1. Cousins C,
    2. Miller DL,
    3. Bernardi G,
    4. Rehani MM,
    5. Schofield P,
    6. Vañó E,
    7. Einstein AJ,
    8. Geiger B,
    9. Heintz P,
    10. Padovani R,
    11. Sim KH
    . ICRP publication 120: radiological protection in cardiology. Ann ICRP. 2013;42:1–125.
    OpenUrlFREE Full Text
  31. 31.↵
    1. Einstein AJ,
    2. Berman DS,
    3. Min JK,
    4. Hendel RC,
    5. Gerber TC,
    6. Carr JJ,
    7. Cerqueira MD,
    8. Cullom SJ,
    9. Dekemp R,
    10. Dickert N,
    11. Dorbala S,
    12. Garcia EV,
    13. Gibbons RJ,
    14. Halliburton SS,
    15. Hausleiter J,
    16. Heller GV,
    17. Jerome S,
    18. Lesser JR,
    19. Fazel R,
    20. Raff GL,
    21. Tilkemeier P,
    22. Williams KA,
    23. Shaw LJ
    . Patient-centered imaging: shared decision making for cardiac imaging procedures with exposure to ionizing radiation [published online ahead of print January 31, 2014]. J Am Coll Cardiol. doi:10.1016/j.jacc.2013.10.092. http://www.sciencedirect.com/science/article/pii/S0735109714003891. Accessed April 13, 2014.
  32. 31a.
    1. Best PJM,
    2. Skelding KA,
    3. Mehran R,
    4. Chieffo A,
    5. Kunadian V,
    6. Madan M,
    7. Mikhail GW,
    8. Mauri F,
    9. Takahashi S,
    10. Honye J,
    11. Rosana Hernández-Antolín R,
    12. Weiner BH
    . SCAI consensus document on occupational radiation exposure to the pregnant cardiologist and technical personnel. Catheter Cardiovasc Interv. 2011;77:232–241.
    OpenUrlCrossRefPubMed
  33. 32.↵
    1. Fazel R,
    2. Shaw LJ
    . Radiation exposure from radionuclide myocardial perfusion imaging: concerns and solutions. J Nucl Cardiol. 2011;18:562–565.
    OpenUrlCrossRefPubMed
  34. 33.↵
    1. American Society of Radiologic Technologists.
    ASRT position statements. ASRT Web site. http://media.asrt.org/pdf/governance/hodpositionstatements.pdf. Accessed April 13, 2014.
  35. 34.↵
    Health literacy. National Network of Libraries of Medicine Web site. http://nnlm.gov/outreach/consumer/hlthlit.html. Accessed April 13, 2014.
  36. 35.↵
    1. Brewer NT,
    2. Tzeng JP,
    3. Lillie SE,
    4. Edwards AS,
    5. Peppercorn JM,
    6. Rimer BK
    . Health literacy and cancer risk perception: implications for genomic risk communication. Med Decis Making. 2009;29:157–166.
    OpenUrlAbstract/FREE Full Text
  37. 36.↵
    1. Sharp LK,
    2. Zurawski JM,
    3. Roland PY,
    4. O’Toole C,
    5. Hines J
    . Health literacy, cervical cancer risk factors, and distress in low-income African-American women seeking colposcopy. Ethn Dis. 2002;12:541–546.
    OpenUrlPubMed
  38. 37.↵
    1. Helitzer DL,
    2. Lanoue M,
    3. Wilson B,
    4. de Hernandez BU,
    5. Warner T,
    6. Roter D
    . A randomized controlled trial of communication training with primary care providers to improve patient-centeredness and health risk communication. Patient Educ Couns. 2011;82:21–29.
    OpenUrlCrossRefPubMed
  39. 38.↵
    1. Roter DL,
    2. Hall JA
    . Communication and adherence: moving from prediction to understanding. Med Care. 2009;47:823–825.
    OpenUrlCrossRefPubMed
  40. 39.↵
    1. Roter DL,
    2. Hall JA,
    3. Aoki Y
    . Physician gender effects in medical communication: a meta-analytic review. JAMA. 2002;288:756–764.
    OpenUrlCrossRefPubMed
  41. 40.↵
    1. Brink JA,
    2. Goske MJ,
    3. Patti JA
    . Informed decision making trumps informed consent for medical imaging with ionizing radiation. Radiology. 2012;262:11–14.
    OpenUrlCrossRefPubMed
  42. 41.↵
    1. Semelka RC,
    2. Armao DM,
    3. Elias J Jr.,
    4. Picano E
    . The information imperative: is it time for an informed consent process explaining the risks of medical radiation? Radiology. 2012;262:15–18.
    OpenUrlCrossRefPubMed
  43. 42.↵
    1. King JS,
    2. Moulton BW
    . Rethinking informed consent: the case for shared decision-making. Am J Law Med. 2006;32:429–501.
    OpenUrlPubMed
  44. 43.↵
    1. Reuter SR
    . An overview of informed consent for radiologists. AJR Am J Roentgenol. 1987;148:219–227.
    OpenUrlCrossRefPubMed
  45. 44.↵
    1. Kaplan RM
    . Shared medical decision making: a new tool for preventive medicine. Am J Prev Med. 2004;26:81–83.
    OpenUrlPubMed
  46. 45.↵
    1. Einstein AJ
    . Effects of radiation exposure from cardiac imaging: how good are the data? J Am Coll Cardiol. 2012;59:553–565.
    OpenUrlCrossRefPubMed
  47. 46.↵
    1. Linet MS,
    2. Slovis TL,
    3. Miller DL,
    4. Kleinerman R,
    5. Lee C,
    6. Rajaraman P,
    7. Berrington de Gonzalez A
    . Cancer risks associated with external radiation from diagnostic imaging procedures [published online ahead of print February 3, 2012]. CA Cancer J Clin. doi:10.3322/caac.21132. http://onlinelibrary.wiley.com/doi/10.3322/caac.21132/abstract. Accessed April 13, 2014.
  48. 47.↵
    1. Einstein AJ,
    2. Henzlova MJ,
    3. Rajagopalan S
    . Estimating risk of cancer associated with radiation exposure from 64-slice computed tomography coronary angiography. JAMA. 2007;298:317–323.
    OpenUrlCrossRefPubMed
  49. 48.↵
    1. Berrington de González A,
    2. Mahesh M,
    3. Kim KP,
    4. Bhargavan M,
    5. Lewis R,
    6. Mettler F,
    7. Land C
    . Projected cancer risks from computed tomographic scans performed in the United States in 2007. Arch Intern Med. 2009;169:2071–2077.
    OpenUrlCrossRefPubMed
  50. 49.↵
    1. Huang B,
    2. Li J,
    3. Law MW,
    4. Zhang J,
    5. Shen Y,
    6. Khong PL
    . Radiation dose and cancer risk in retrospectively and prospectively ECG-gated coronary angiography using 64-slice multidetector CT. Br J Radiol. 2010;83:152–158.
    OpenUrlAbstract/FREE Full Text
  51. 50.↵
    National Research Council. Health Risks from Exposure to Low Levels of Ionizing Radiation: BEIR VII Phase 2. Washington, DC: National Academies Press; 2006.
  52. 51.↵
    1. Hendee WR,
    2. O’Connor MK
    . Radiation risks of medical imaging: separating fact from fantasy. Radiology. 2012;264:312–321.
    OpenUrlCrossRefPubMed
  53. 52.↵
    1. Brenner DJ,
    2. Shuryak I,
    3. Einstein AJ
    . Impact of reduced patient life expectancy on potential cancer risks from radiologic imaging. Radiology. 2011;261:193–198.
    OpenUrlCrossRefPubMed
  54. 53.↵
    1. Miller DL,
    2. Hilohi CM,
    3. Spelic DC
    . Patient radiation doses in interventional cardiology in the U.S.: advisory data sets and possible initial values for U.S. reference levels. Med Phys. 2012;39:6276–6286.
    OpenUrlCrossRefPubMed
  55. 54.↵
    1. Patel MR,
    2. Spertus JA,
    3. Brindis RG,
    4. Hendel RC,
    5. Douglas PS,
    6. Peterson ED,
    7. Wolk MJ,
    8. Allen JM,
    9. Raskin IE
    . ACCF proposed method for evaluating the appropriateness of cardiovascular imaging. J Am Coll Cardiol. 2005;46:1606–1613.
    OpenUrlCrossRefPubMed
  56. 55.↵
    1. Bautista AB,
    2. Burgos A,
    3. Nickel BJ,
    4. Yoon JJ,
    5. Tilara AA,
    6. Amorosa JK
    . Do clinicians use the American College of Radiology appropriateness criteria in the management of their patients? AJR Am J Roentgenol. 2009;192:1581–1585.
    OpenUrlCrossRefPubMed
  57. 56.↵
    1. Gibbons RJ,
    2. Askew JW,
    3. Hodge D,
    4. Kaping B,
    5. Carryer DJ,
    6. Miller T
    . Appropriate use criteria for stress single-photon emission computed tomography sestamibi studies: a quality improvement project. Circulation. 2011;123:499–503.
    OpenUrlAbstract/FREE Full Text
  58. 57.↵
    1. Raja AS,
    2. Ip IK,
    3. Prevedello LM,
    4. Sodickson AD,
    5. Farkas C,
    6. Zane RD,
    7. Hanson R,
    8. Goldhaber SZ,
    9. Gill RR,
    10. Khorasani R
    . Effect of computerized clinical decision support on the use and yield of CT pulmonary angiography in the emergency department. Radiology. 2012;262:468–474.
    OpenUrlCrossRefPubMed
  59. 58.↵
    1. Sistrom CL,
    2. Dang PA,
    3. Weilburg JB,
    4. Dreyer KJ,
    5. Rosenthal DI,
    6. Thrall JH
    . Effect of computerized order entry with integrated decision support on the growth of outpatient procedure volumes: seven-year time series analysis. Radiology. 2009;251:147–155.
    OpenUrlCrossRefPubMed
  60. 59.↵
    1. Lin FY,
    2. Dunning AM,
    3. Narula J,
    4. Shaw LJ,
    5. Gransar H,
    6. Berman DS,
    7. Min JK
    . Impact of an automated multimodality point-of-order decision support tool on rates of appropriate testing and clinical decision making for individuals with suspected coronary artery disease: a prospective multicenter study. J Am Coll Cardiol. 2013;62:308–316.
    OpenUrlCrossRefPubMed
  61. 60.↵
    1. McCollough CH,
    2. Leng S,
    3. Yu L,
    4. Cody DD,
    5. Boone JM,
    6. McNitt-Gray MF
    . CT dose index and patient dose: they are not the same thing. Radiology. 2011;259:311–316.
    OpenUrlCrossRefPubMed
  62. 61.↵
    1. Einstein AJ,
    2. Moser KW,
    3. Thompson RC,
    4. Cerqueira MD,
    5. Henzlova MJ
    . Radiation dose to patients from cardiac diagnostic imaging. Circulation. 2007;116:1290–1305.
    OpenUrlFREE Full Text
  63. 62.↵
    1. Morin RL,
    2. Gerber TC,
    3. McCollough CH
    . Radiation dose in computed tomography of the heart. Circulation. 2003;107:917–922.
    OpenUrlFREE Full Text
  64. 63.↵
    1. Bauhs JA,
    2. Vrieze TJ,
    3. Primak AN,
    4. Bruesewitz MR,
    5. McCollough CH
    . CT dosimetry: comparison of measurement techniques and devices. Radiographics. 2008;28:245–253.
    OpenUrlCrossRefPubMed
  65. 64.↵
    1. McNitt-Gray MF
    . AAPM/RSNA physics tutorial for residents: topics in CT: radiation dose in CT. Radiographics. 2002;22:1541–1553.
    OpenUrlCrossRefPubMed
  66. 65.↵
    1. Shope TB,
    2. Gagne RM,
    3. Johnson GC
    . A method for describing the doses delivered by transmission x-ray computed tomography. Med Phys. 1981;8:488–495.
    OpenUrlCrossRefPubMed
  67. 66.↵
    AAPM Task Group 23. The measurement, reporting, and management of radiation dose in CT: report of AAPM Task Group 23 of the Diagnostic Imaging Council CT Committee. American Association of Physicists in Medicine Web site. AAPM Report No. 96. http://www.aapm.org/pubs/reports/rpt_96.pdf. Accessed April 13, 2014.
  68. 67.↵
    AAPM Task Group 204. Size-specific dose estimates (SSDE) in pediatric and adult body CT examinations. http://www.aapm.org/pubs/reports/rpt_204.pdf. American Association of Physicists in Medicine Web site. AAPM Report No. 204. Accessed April 13, 2014.
  69. 68.↵
    1. Deak P,
    2. van Straten M,
    3. Shrimpton PC,
    4. Zankl M,
    5. Kalender WA
    . Validation of a Monte Carlo tool for patient-specific dose simulations in multi-slice computed tomography. Eur Radiol. 2008;18:759–772.
    OpenUrlCrossRefPubMed
  70. 69.↵
    1. DeMarco JJ,
    2. Cagnon CH,
    3. Cody DD,
    4. Stevens DM,
    5. McCollough CH,
    6. O’Daniel J,
    7. McNitt-Gray MF
    . A Monte Carlo based method to estimate radiation dose from multidetector CT (MDCT): cylindrical and anthropomorphic phantoms. Phys Med Biol. 2005;50:3989–4004.
    OpenUrlCrossRefPubMed
  71. 70.↵
    1. Zankl M,
    2. Panzer W,
    3. Petoussi-Henss H,
    4. Drexler G
    . Organ doses for children from computed tomographic examinations. Radiat Prot Dosimetry. 1995;57:393–396.
    OpenUrlAbstract
  72. 71.↵
    1. Shrimpton PC,
    2. Jones DG
    . Normalised organ doses for X ray computed tomography calculated using Monte Carlo techniques and a mathematical anthropomorphic phantom. Radiat Prot Dosimetry. 1993;49:241–243.
    OpenUrlAbstract
  73. 72.↵
    1. Mercuri M,
    2. Rehani MM,
    3. Einstein AJ
    . Tracking patient radiation exposure: challenges to integrating nuclear medicine with other modalities. J Nucl Cardiol. 2012.
  74. 73.↵
    1. Johnson PB,
    2. Borrego D,
    3. Balter S,
    4. Johnson K,
    5. Siragusa D,
    6. Bolch WE
    . Skin dose mapping for fluoroscopically guided interventions. Med Phys. 2011;38:5490–5499.
    OpenUrlCrossRefPubMed
  75. 74.↵
    1. Miller DL,
    2. Balter S,
    3. Dixon RG,
    4. Nikolic B,
    5. Bartal G,
    6. Cardella JF,
    7. Dauer LT,
    8. Stecker MS
    . Quality improvement guidelines for recording patient radiation dose in the medical record for fluoroscopically guided procedures. J Vasc Interv Radiol. 2012;23:11–18.
    OpenUrlCrossRefPubMed
  76. 75.
    1. Chambers CE,
    2. Fetterly KA,
    3. Holzer R,
    4. Lin PJ,
    5. Blankenship JC,
    6. Balter S,
    7. Laskey WK
    . Radiation safety program for the cardiac catheterization laboratory. Catheter Cardiovasc Interv. 2011;77:546–556.
    OpenUrlCrossRefPubMed
  77. 76.
    Working Group of the Conference of Radiation Control Program Directors. Technical white paper: monitoring and tracking of fluoroscopic dose. Frankfort, KY: Conference of Radiation Control Directors; 2010. CRCPD Publication E-10-7.
  78. 77.↵
    1. DePuey EG
    . Advances in SPECT camera software and hardware: currently available and new on the horizon [published correction appears in J Nucl Cardiol. 2012;19:1085]. J Nucl Cardiol. 2012;19:551–581.
    OpenUrlCrossRefPubMed
  79. 78.↵
    1. Chang SM,
    2. Nabi F,
    3. Xu J,
    4. Raza U,
    5. Mahmarian JJ
    . Normal stress-only versus standard stress/rest myocardial perfusion imaging: similar patient mortality with reduced radiation exposure. J Am Coll Cardiol. 2010;55:221–230.
    OpenUrlCrossRefPubMed
  80. 79.↵
    1. Mahmarian JJ
    . Stress only myocardial perfusion imaging: is it time for a change? J Nucl Cardiol. 2010;17:529–535.
    OpenUrlCrossRefPubMed
  81. 80.↵
    1. Garcia EV
    . Quantitative nuclear cardiology: we are almost there! J Nucl Cardiol. 2012;19:424–437.
    OpenUrlPubMed
  82. 81.↵
    1. Hausleiter J,
    2. Meyer T,
    3. Hermann F,
    4. Hadamitzky M,
    5. Krebs M,
    6. Gerber TC,
    7. McCollough C,
    8. Martinoff S,
    9. Kastrati A,
    10. Schömig A,
    11. Achenbach S
    . Estimated radiation dose associated with cardiac CT angiography. JAMA. 2009;301:500–507.
    OpenUrlCrossRefPubMed
  83. 82.↵
    1. Smith-Bindman R,
    2. Lipson J,
    3. Marcus R,
    4. Kim KP,
    5. Mahesh M,
    6. Gould R,
    7. Berrington de González A,
    8. Miglioretti DL
    . Radiation dose associated with common computed tomography examinations and the associated lifetime attributable risk of cancer. Arch Intern Med. 2009;169:2078–2086.
    OpenUrlCrossRefPubMed
  84. 83.↵
    1. Chinnaiyan KM,
    2. Peyser P,
    3. Goraya T,
    4. Ananthasubramaniam K,
    5. Gallagher M,
    6. Depetris A,
    7. Boura JA,
    8. Kazerooni E,
    9. Poopat C,
    10. Al-Mallah M,
    11. Saba S,
    12. Patel S,
    13. Girard S,
    14. Song T,
    15. Share D,
    16. Raff G
    . Impact of a continuous quality improvement initiative on appropriate use of coronary computed tomography angiography: results from a multicenter, statewide registry, the Advanced Cardiovascular Imaging Consortium. J Am Coll Cardiol. 2012;60:1185–1191.
    OpenUrlCrossRefPubMed
  85. 84.↵
    1. Raff GL,
    2. Chinnaiyan KM,
    3. Share DA,
    4. Goraya TY,
    5. Kazerooni EA,
    6. Moscucci M,
    7. Gentry RE,
    8. Abidov A
    ; for the Advanced Cardiovascular Imaging Consortium Investigators. Radiation dose from cardiac computed tomography before and after implementation of radiation dose-reduction techniques. JAMA. 2009;301:2340–2348.
    OpenUrlCrossRefPubMed
  86. 85.↵
    1. Balter S
    . WE-B-213CD-02: NCRP-168 as a training and operational resource. Med Phys. 2012;39:3941–3942.
    OpenUrl
  87. 86.↵
    National Council on Radiation Protection & Measurements. Diagnostic Reference Levels in Medical and Dental Imaging: Recommendations for Applications in the Unites States. Bethesda, MD: National Council on Radiation Protection & Measurements; February 2011. NCRP Report No. 179.
  88. 87.↵
    ICRP publication 105: radiation protection in medicine. Ann ICRP. 2007;37:1–63.
    OpenUrlFREE Full Text
  89. 88.↵
    The 2007 recommendations of the International Commission on Radiological Protection: ICRP publication 103. Ann ICRP. 2007;37:1–332.
    OpenUrlFREE Full Text
  90. 89.↵
    Dose Index Registry. https://nrdr.acr.org/Portal/DIR/Main/AboutDIR/page.aspx. Reston, VA: American College of Radiology. Accessed April 13, 2014.
  91. 90.↵
    1. Morin RL,
    2. Coombs LP,
    3. Chatfield MB
    . ACR Dose Index Registry. J Am Coll Radiol. 2011;8:288–291.
    OpenUrlCrossRefPubMed
  92. 91.↵
    1. Fazel R,
    2. Curtis J,
    3. Wang Y,
    4. Einstein AJ,
    5. Smith-Bindman R,
    6. Tsai TT,
    7. Chen J,
    8. Shah ND,
    9. Krumholz HM,
    10. Nallamothu BK
    . Determinants of fluoroscopy time for invasive coronary angiography and percutaneous coronary intervention: insights from the NCDR. Catheter Cardiovasc Interv. 2013;82:1091–1105.
    OpenUrlCrossRefPubMed
  93. 92.↵
    1. Rehani M,
    2. Frush D
    . Tracking radiation exposure of patients. Lancet. 2010;376:754–755.
    OpenUrlCrossRefPubMed
  94. 93.↵
    Image Wisely Web site. http://www.imagewisely.org/Patients.aspx. Accessed November 1, 2012.
  95. 94.↵
    1. Einstein AJ,
    2. Weiner SD,
    3. Bernheim A,
    4. Kulon M,
    5. Bokhari S,
    6. Johnson LL,
    7. Moses JW,
    8. Balter S
    . Multiple testing, cumulative radiation dose, and clinical indications in patients undergoing myocardial perfusion imaging. JAMA2010;304:2137–2144.
    OpenUrlCrossRefPubMed
  96. 95.↵
    1. Fazel R,
    2. Krumholz HM,
    3. Wang Y,
    4. Ross JS,
    5. Chen J,
    6. Ting HH,
    7. Shah ND,
    8. Nasir K,
    9. Einstein AJ,
    10. Nallamothu BK
    . Exposure to low-dose ionizing radiation from medical imaging procedures. N Engl J Med. 2009;361:849–857.
    OpenUrlCrossRefPubMed
  97. 96.↵
    1. Sodickson A,
    2. Baeyens PF,
    3. Andriole KP,
    4. Prevedello LM,
    5. Nawfel RD,
    6. Hanson R,
    7. Khorasani R
    . Recurrent CT, cumulative radiation exposure, and associated radiation-induced cancer risks from CT of adults. Radiology. 2009;251:175–184.
    OpenUrlCrossRefPubMed
  98. 97.↵
    1. Dorfman AL,
    2. Fazel R,
    3. Einstein AJ,
    4. Applegate KE,
    5. Krumholz HM,
    6. Wang Y,
    7. Christodoulou E,
    8. Chen J,
    9. Sanchez R,
    10. Nallamothu BK
    . Use of medical imaging procedures with ionizing radiation in children: a population-based study. Arch Pediatr Adolesc Med. 2011;165:458–464.
    OpenUrlCrossRefPubMed
  99. 98.↵
    1. Miglioretti DL,
    2. Johnson E,
    3. Williams A,
    4. Greenlee RT,
    5. Weinmann S,
    6. Solberg LI,
    7. Feigelson HS,
    8. Roblin D,
    9. Flynn MJ,
    10. Vanneman N,
    11. Smith-Bindman R
    . The use of computed tomography in pediatrics and the associated radiation exposure and estimated cancer risk. JAMA Pediatr. 2013;167:700–707.
    OpenUrlCrossRefPubMed
  100. 99.↵
    1. Durand DJ,
    2. Dixon RL,
    3. Morin RL
    . Utilization strategies for cumulative dose estimates: a review and rational assessment. J Am Coll Radiol. 2012;9:480–485.
    OpenUrlCrossRefPubMed
  101. 100.↵
    1. Eisenberg JD,
    2. Harvey HB,
    3. Moore DA,
    4. Gazelle GS,
    5. Pandharipande PV
    . Falling prey to the sunk cost bias: a potential harm of patient radiation dose histories. Radiology. 2012;263:626–628.
    OpenUrlCrossRefPubMed
  102. 101.↵
    1. Mahesh M,
    2. Hevezi JM
    . Slice wars vs dose wars in multiple-row detector CT. J Am Coll Radiol. 2009;6:201–202.
    OpenUrlCrossRefPubMed
  103. 102.↵
    1. McCollough CH,
    2. Chen GH,
    3. Kalender W,
    4. Leng S,
    5. Samei E,
    6. Taguchi K,
    7. Wang G,
    8. Yu L,
    9. Pettigrew RI
    . Achieving routine submillisievert CT scanning: report from the Summit on Management of Radiation Dose in CT. Radiology. 2012;264:567–580.
    OpenUrlCrossRefPubMed
  104. 103.↵
    1. Schmidt TG
    . What is inverse-geometry CT? J Cardiovasc Comput Tomogr. 2011;5:145–148.
    OpenUrlCrossRefPubMed
  105. 104.↵
    American Association of Physicists in Medicine. CT scan protocols. American Association of Physicists in Medicine Web site. http://www.aapm.org/pubs/CTProtocols/. Accessed April 13, 2014.
  106. 105.↵
    1. Berman DS,
    2. Kang X,
    3. Tamarappoo B,
    4. Wolak A,
    5. Hayes SW,
    6. Nakazato R,
    7. Thomson LE,
    8. Kite F,
    9. Cohen I,
    10. Slomka PJ,
    11. Einstein AJ,
    12. Friedman JD
    . Stress thallium-201/rest technetium-99m sequential dual isotope high-speed myocardial perfusion imaging. JACC Cardiovasc Imaging. 2009;2:273–282.
    OpenUrlCrossRefPubMed
  107. 106.↵
    1. Duvall WL,
    2. Croft LB,
    3. Ginsberg ES,
    4. Einstein AJ,
    5. Guma KA,
    6. George T,
    7. Henzlova MJ
    . Reduced isotope dose and imaging time with a high-efficiency CZT SPECT camera. J Nucl Cardiol. 2011;18:847–857.
    OpenUrlCrossRefPubMed
  108. 107.↵
    1. Bridcut RR,
    2. Murphy E,
    3. Workman A,
    4. Flynn P,
    5. Winder RJ
    . Patient dose from 3D rotational neurovascular studies. Br J Radiol. 2007;80:362–366.
    OpenUrlAbstract/FREE Full Text
  109. 108.↵
    1. Wielandts JY,
    2. Smans K,
    3. Ector J,
    4. De B,
    5. uck S,
    6. Heidbuchel H,
    7. Bosmans H
    . Effective dose analysis of three-dimensional rotational angiography during catheter ablation procedures. Phys Med Biol. 2010;55:563–579.
    OpenUrlCrossRefPubMed
  110. 109.↵
    1. Orth RC,
    2. Wallace MJ,
    3. Kuo MD
    ; Technology Assessment Committee of the Society of Interventional Radiology. C-arm cone-beam CT: general principles and technical considerations for use in interventional radiology. J Vasc Interv Radiol. 2008;19:814–820.
    OpenUrlCrossRefPubMed
  111. 110.↵
    1. Grech V,
    2. Grech M,
    3. Debono J,
    4. Xuereb RG,
    5. Fenech A
    . Greater radiation savings at higher body mass indexes with dual axis rotational coronary angiography. Catheter Cardiovasc Interv. 2013;81:170–171.
    OpenUrlCrossRefPubMed
  112. 111.↵
    1. Schueler BA,
    2. Kallmes DF,
    3. Cloft HJ
    . 3D cerebral angiography: radiation dose comparison with digital subtraction angiography. AJNR Am J Neuroradiol. 2005;26:1898–1901.
    OpenUrlAbstract/FREE Full Text
  113. 112.↵
    1. Hachamovitch R,
    2. Di Carli MF
    . Methods and limitations of assessing new noninvasive tests, part II: outcomes-based validation and reliability assessment of noninvasive testing. Circulation. 2008;117:2793–2801.
    OpenUrlFREE Full Text
  114. 113.↵
    1. Hachamovitch R,
    2. Di Carli MF
    . Methods and limitations of assessing new noninvasive tests, part I: anatomy-based validation of noninvasive testing. Circulation. 2008;117:2684–2690.
    OpenUrlFREE Full Text
  115. 114.↵
    Prospective Multicenter Imaging Study for Evaluation of Chest Pain (PROMISE). ClinicalTrials.gov Web site. http://clinicaltrials.gov/ct2/show/NCT01174550. Accessed April 13, 2014.
  116. 115.↵
    International Study of Comparative Health Effectiveness With Medical and Invasive Approaches (ISCHEMIA). ClinicalTrials.gov Web site. http://clinicaltrials.gov/ct2/show/NCT01471522?term=ischemia&rank=1. Accessed April 13, 2014.
  117. 116.↵
    Randomized Evaluation of Patients With Stable Angina Comparing Diagnostic Examinations (RESCUE). ClinicalTrials.gov Web site. http://clinicaltrials.gov/ct2/show/NCT01262625?term=rescue&rank=4. Accessed April 13, 2014.
  118. 117.↵
    1. Young LH,
    2. Wackers FJ,
    3. Chyun DA,
    4. Davey JA,
    5. Barrett EJ,
    6. Taillefer R,
    7. Heller GV,
    8. Iskandrian AE,
    9. Wittlin SD,
    10. Filipchuk N,
    11. Ratner RE,
    12. Inzucchi SE
    ; for the DIAD Investigators. Cardiac outcomes after screening for asymptomatic coronary artery disease in patients with type 2 diabetes: the DIAD study: a randomized controlled trial. JAMA. 2009;301:1547–1555.
    OpenUrlCrossRefPubMed
  119. 118.↵
    1. Shaw LJ,
    2. Mieres JH,
    3. Hendel RH,
    4. Boden WE,
    5. Gulati M,
    6. Veledar E,
    7. Hachamovitch R,
    8. Arrighi JA,
    9. Merz CN,
    10. Gibbons RJ,
    11. Wenger NK,
    12. Heller GV
    ; for the WOMEN Trial Investigators. Comparative effectiveness of exercise electrocardiography with or without myocardial perfusion single photon emission computed tomography in women with suspected coronary artery disease: results from the What Is the Optimal Method for Ischemia Evaluation in Women (WOMEN) trial. Circulation. 2011;124:1239–1249.
    OpenUrlAbstract/FREE Full Text
  120. 119.↵
    1. Vargas A,
    2. Shroff AR,
    3. Vidovich MI
    . Reporting of radiation exposure in contemporary interventional cardiology trials. Catheter Cardiovasc Interv. 2012;80:570–574.
    OpenUrlCrossRefPubMed
  121. 120.↵
    1. Brenner DJ,
    2. Doll R,
    3. Goodhead DT,
    4. Hall EJ,
    5. Land CE,
    6. Little JB,
    7. Lubin JH,
    8. Preston DL,
    9. Preston RJ,
    10. Puskin JS,
    11. Ron E,
    12. Sachs RK,
    13. Samet JM,
    14. Setlow RB,
    15. Zaider M
    . Cancer risks attributable to low doses of ionizing radiation: assessing what we really know. Proc Natl Acad Sci U S A. 2003;100:13761–13766.
    OpenUrlAbstract/FREE Full Text
  122. 121.↵
    1. Einstein AJ
    . Beyond the bombs: cancer risks of low-dose medical radiation. Lancet. 2012;380:455–457.
    OpenUrlCrossRefPubMed
  123. 122.↵
    1. Löbrich M,
    2. Rief N,
    3. Kühne M,
    4. Heckmann M,
    5. Fleckenstein J,
    6. Rübe C,
    7. Uder M
    . In vivo formation and repair of DNA double-strand breaks after computed tomography examinations. Proc Natl Acad Sci U S A. 2005;102:8984–8989.
    OpenUrlAbstract/FREE Full Text
  124. 123.↵
    1. Amundson SA,
    2. Grace MB,
    3. McLeland CB,
    4. Epperly MW,
    5. Yeager A,
    6. Zhan Q,
    7. Greenberger JS,
    8. Fornace AJ Jr.
    . Human in vivo radiation-induced biomarkers: gene expression changes in radiotherapy patients. Cancer Res. 2004;64:6368–6371.
    OpenUrlAbstract/FREE Full Text
View Abstract
Back to top
Previous ArticleNext Article

This Issue

Circulation
November 4, 2014, Volume 130, Issue 19
  • Table of Contents
Previous ArticleNext Article

Jump to

  • Article
    • Education
    • Justification
    • Optimization
    • Use and Limitations of Tracking Patient Radiation History
    • Future Priorities for Research
    • Summary
    • Disclosures
    • Footnotes
    • References
  • Figures & Tables
  • Info & Metrics

Article Tools

  • Print
  • Citation Tools
    Approaches to Enhancing Radiation Safety in Cardiovascular Imaging
    Reza Fazel, Thomas C. Gerber, Stephen Balter, David J. Brenner, J. Jeffrey Carr, Manuel D. Cerqueira, Jersey Chen, Andrew J. Einstein, Harlan M. Krumholz, Mahadevappa Mahesh, Cynthia H. McCollough, James K. Min, Richard L. Morin, Brahmajee K. Nallamothu, Khurram Nasir, Rita F. Redberg and Leslee J. Shaw on behalf of the American Heart Association Council on Quality of Care and Outcomes Research, Council on Clinical Cardiology, and Council on Cardiovascular Radiology and Intervention
    Circulation. 2014;130:1730-1748, originally published September 29, 2014
    https://doi.org/10.1161/CIR.0000000000000048

    Citation Manager Formats

    • BibTeX
    • Bookends
    • EasyBib
    • EndNote (tagged)
    • EndNote 8 (xml)
    • Medlars
    • Mendeley
    • Papers
    • RefWorks Tagged
    • Ref Manager
    • RIS
    • Zotero
  •  Download Powerpoint
  • Article Alerts
    Log in to Email Alerts with your email address.
  • Save to my folders

Share this Article

  • Email

    Thank you for your interest in spreading the word on Circulation.

    NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

    Enter multiple addresses on separate lines or separate them with commas.
    Approaches to Enhancing Radiation Safety in Cardiovascular Imaging
    (Your Name) has sent you a message from Circulation
    (Your Name) thought you would like to see the Circulation web site.
  • Share on Social Media
    Approaches to Enhancing Radiation Safety in Cardiovascular Imaging
    Reza Fazel, Thomas C. Gerber, Stephen Balter, David J. Brenner, J. Jeffrey Carr, Manuel D. Cerqueira, Jersey Chen, Andrew J. Einstein, Harlan M. Krumholz, Mahadevappa Mahesh, Cynthia H. McCollough, James K. Min, Richard L. Morin, Brahmajee K. Nallamothu, Khurram Nasir, Rita F. Redberg and Leslee J. Shaw on behalf of the American Heart Association Council on Quality of Care and Outcomes Research, Council on Clinical Cardiology, and Council on Cardiovascular Radiology and Intervention
    Circulation. 2014;130:1730-1748, originally published September 29, 2014
    https://doi.org/10.1161/CIR.0000000000000048
    del.icio.us logo Digg logo Reddit logo Twitter logo CiteULike logo Facebook logo Google logo Mendeley logo

Related Articles

Cited By...

Subjects

  • Quality and Outcomes
    • Statements and Guidelines

Circulation

  • About Circulation
  • Instructions for Authors
  • Circulation CME
  • Statements and Guidelines
  • Meeting Abstracts
  • Permissions
  • Journal Policies
  • Email Alerts
  • Open Access Information
  • AHA Journals RSS
  • AHA Newsroom

Editorial Office Address:
200 Fifth Avenue, Suite 1020
Waltham, MA 02451
email: circ@circulationjournal.org
 

Information for:
  • Advertisers
  • Subscribers
  • Subscriber Help
  • Institutions / Librarians
  • Institutional Subscriptions FAQ
  • International Users
American Heart Association Learn and Live
National Center
7272 Greenville Ave.
Dallas, TX 75231

Customer Service

  • 1-800-AHA-USA-1
  • 1-800-242-8721
  • Local Info
  • Contact Us

About Us

Our mission is to build healthier lives, free of cardiovascular diseases and stroke. That single purpose drives all we do. The need for our work is beyond question. Find Out More about the American Heart Association

  • Careers
  • SHOP
  • Latest Heart and Stroke News
  • AHA/ASA Media Newsroom

Our Sites

  • American Heart Association
  • American Stroke Association
  • For Professionals
  • More Sites

Take Action

  • Advocate
  • Donate
  • Planned Giving
  • Volunteer

Online Communities

  • AFib Support
  • Garden Community
  • Patient Support Network
  • Professional Online Network

Follow Us:

  • Follow Circulation on Twitter
  • Visit Circulation on Facebook
  • Follow Circulation on Google Plus
  • Follow Circulation on Instagram
  • Follow Circulation on Pinterest
  • Follow Circulation on YouTube
  • Rss Feeds
  • Privacy Policy
  • Copyright
  • Ethics Policy
  • Conflict of Interest Policy
  • Linking Policy
  • Diversity
  • Careers

©2018 American Heart Association, Inc. All rights reserved. Unauthorized use prohibited. The American Heart Association is a qualified 501(c)(3) tax-exempt organization.
*Red Dress™ DHHS, Go Red™ AHA; National Wear Red Day ® is a registered trademark.

  • PUTTING PATIENTS FIRST National Health Council Standards of Excellence Certification Program
  • BBB Accredited Charity
  • Comodo Secured