Opportunistic Detection of Coronary Artery Calcium on Noncardiac Chest Computed Tomography: An Emerging Tool for Cardiovascular Disease Prevention: A Scientific Statement From the American Heart Association
Open accessAbstract
Coronary artery calcium (CAC) is a marker of subclinical atherosclerosis that confers increased risk of atherosclerotic cardiovascular disease. Measured by noncontrast cardiac computed tomography, CAC improves risk stratification beyond traditional risk factors and can aid decision-making for allocation of preventive treatments. Although national guidelines recommend consideration of CAC measurement for >17 million individuals in the United States with borderline to intermediate 10-year atherosclerotic cardiovascular disease risk, adoption has been limited. A promising approach to bridge this gap is opportunistic detection of CAC using non-ECG-gated chest computed tomography scans that are performed for a noncardiac indication. Approximately 19 million non-ECG-gated chest computed tomography scans are performed per year, and reporting opportunistic detection of CAC from these scans can enhance atherosclerotic cardiovascular disease risk stratification without additional radiation exposure, cost, or burden. Estimation of risk by traditional risk factor scoring is underused, and reporting of opportunistic detection of CAC has the potential to alert physicians of risk, independent of guideline-recommended risk calculator use. Advancements in artificial intelligence allow integration of automated CAC quantification into clinical practice. Several artificial intelligence algorithms are in use to improve the likelihood of reporting opportunistic detection of CAC and appropriate allocation of preventive therapies. Systematic approaches are needed to ensure appropriate reporting, interpretation, and action while avoiding unnecessary downstream testing. Implementation that includes tailored preventive care and streamlined care pathways involving multidisciplinary clinical teams including radiology, cardiology, and primary care is essential.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Clinical use of CAC scoring remains low due to limited clinician awareness, inconsistent insurance coverage, and concerns regarding radiation exposure and incidental findings.
“Despite strong evidence and clear recommendations, clinical use of CAC scoring remains low due to limited clinician awareness, inconsistent insurance coverage, and concerns regarding radiation exposure and incidental findings.5”
From Prognostication and clinical opportunities with AI for coronary artery calcium: a scoping review (2026) · cites this paper as [5]
Evaluating existing non-cardiac chest CT scans for CAC could expand preventive cardiology by leveraging nearly 19 million non-cardiac chest CTs performed annually in the USA, compared with roughly 1 million dedicated CAC scans.
“Evaluating these existing scans for CAC, termed opportunistic CAC detection, could expand preventive cardiology by leveraging nearly 19 million non-cardiac chest CTs performed annually in the USA, compared with roughly 1 million dedicated CAC scans.5”
From Prognostication and clinical opportunities with AI for coronary artery calcium: a scoping review (2026) · cites this paper as [5]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening
The National Lung Screening Trial Research Team (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1102873 · Cited by 11,064 · see citing works
Grundy, S. M., Stone, N. J., Bailey, A. L., Beam, C., Birtcher, K. K., Blumenthal, R. S., Braun, L. T., de Ferranti, S., Faiella-Tommasino, J., Forman, D. E., et al. (2019) · Circulation · doi:10.1161/cir.0000000000000625 · Cited by 6,185 · see citing works
Self-citationArnett, D. K., Blumenthal, R. S., Albert, M. A., Buroker, A. B., Goldberger, Z. D., Hahn, E. J., Himmelfarb, C. D., Khera, A., Lloyd-Jones, D., McEvoy, J. W., et al. (2019) · Circulation · doi:10.1161/cir.0000000000000678 · Cited by 4,536 · see citing works
Coronary Calcium as a Predictor of Coronary Events in Four Racial or Ethnic Groups
Detrano, R., Guerci, A. D., Carr, J. J., Bild, D. E., Burke, G., Folsom, A. R., Liu, K., Shea, S., Szklo, M., Bluemke, D. A., et al. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa072100 · Cited by 2,989 · see citing works
Self-citationProjected Cancer Risks From Computed Tomographic Scans Performed in the United States in 2007
de González, A. B. (2009) · Archives of Internal Medicine · doi:10.1001/archinternmed.2009.440 · Cited by 1,891 · see citing works
Yeboah, J., McClelland, R. L., Polonsky, T. S., Burke, G. L., Sibley, C. T., O’Leary, D., Carr, J. J., Goff, D. C., Greenland, P., & Herrington, D. M. (2012) · JAMA · doi:10.1001/jama.2012.9624 · Cited by 1,122 · see citing works
Carr, J. J., Nelson, J. C., Wong, N. D., McNitt‐Gray, M. F., Arad, Y., Jacobs, D. R., Sidney, S., Bild, D. E., Williams, O. D., & Detrano, R. (2005) · Radiology · doi:10.1148/radiol.2341040439 · Cited by 855 · see citing works
Self-citationMuehlematter, U. J., Daniore, P., & Vokinger, K. N. (2021) · The Lancet Digital Health · doi:10.1016/s2589-7500(20)30292-2 · Cited by 665 · see citing works
Lloyd-Jones, D. M., Braun, L. T., Ndumele, C. E., Smith, S. C., Sperling, L. S., Virani, S. S., & Blumenthal, R. S. (2019) · Circulation · doi:10.1161/cir.0000000000000638 · Cited by 554 · see citing works
Self-citationHecht, H. S., Cronin, P., Blaha, M. J., Budoff, M. J., Kazerooni, E. A., Narula, J., Yankelevitz, D., & Abbara, S. (2017) · Journal of Cardiovascular Computed Tomography · doi:10.1016/j.jcct.2016.11.003 · Cited by 492 · see citing works
Self-citationNasir, K., Bittencourt, M. S., Blaha, M. J., Blankstein, R., Agatson, A. S., Rivera, J. J., Miedema, M. D., Sibley, C. T., Shaw, L. J., Blumenthal, R. S., et al. (2015) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2015.07.066 · Cited by 488 · see citing works
Self-citationRozanski, A., Gransar, H., Shaw, L., Kim, J., Miranda-Peats, L., Wong, N., Rana, J., Orakzai, R., Hayes, S., Friedman, J., et al. (2011) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2011.01.019 · Cited by 462 · see citing works
Self-citationChiles, C., Duan, F., Gladish, G. W., Ravenel, J. G., Baginski, S. G., Snyder, B. S., DeMello, S., Desjardins, S. S., Munden, R. F., & For the NLST Study Team (2015) · Radiology · doi:10.1148/radiol.15142062 · Cited by 356 · see citing works
Blaha, M. J., Budoff, M. J., DeFilippis, A. P., Blankstein, R., Rivera, J. J., Agatston, A. S., O’Leary, D. H., Lima, J. A. C., Blumenthal, R. S., & Nasir, K. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60784-8 · Cited by 342 · see citing works
Self-citationHecht, H. S., Blaha, M. J., Kazerooni, E. A., Cury, R. C., Budoff, M. J., Leipsic, J. A., & Shaw, L. J. (2018) · Journal of cardiovascular computed tomography · doi:10.1016/j.jcct.2018.03.008 · Cited by 264 · see citing works
Self-citationMajor Global Coronary Artery Calcium Guidelines
Golub, I. S., Termeie, O. G., Kristo, S., Schroeder, L. P., Lakshmanan, S., Shafter, A. M., Hussein, L., Verghese, D., Aldana-Bitar, J., Manubolu, V. S., et al. (2023) · JACC: Cardiovascular Imaging · doi:10.1016/j.jcmg.2022.06.018 · Cited by 243 · see citing works
Self-citationDeep convolutional neural networks to predict cardiovascular risk from computed tomography
Zeleznik, R., Foldyna, B., Eslami, P., Weiss, J., Alexander, I., Taron, J., Parmar, C., Alvi, R. M., Banerji, D., Uno, M., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-20966-2 · Cited by 240 · see citing works
Orringer, C. E., Blaha, M. J., Blankstein, R., Budoff, M. J., Goldberg, R. B., Gill, E. A., Maki, K. C., Mehta, L. S., & Jacobson, T. A. (2020) · Journal of clinical lipidology · doi:10.1016/j.jacl.2020.12.005 · Cited by 231 · see citing works
Self-citationCainzos-Achirica, M., Miedema, M. D., McEvoy, J. W., Al Rifai, M., Greenland, P., Dardari, Z., Budoff, M., Blumenthal, R. S., Yeboah, J., Duprez, D. A., et al. (2020) · Circulation · doi:10.1161/circulationaha.119.045010 · Cited by 201 · see citing works
Self-citationXie, X., Zhao, Y., de Bock, G. H., de Jong, P. A., Mali, W. P. T. M., Oudkerk, M., & Vliegenthart, R. (2013) · Circulation Cardiovascular Imaging · doi:10.1161/circimaging.113.000092 · Cited by 195 · see citing works
Five-year outcomes of the Danish Cardiovascular Screening (DANCAVAS) trial
Lindholt, J. S., Søgaard, R., Rasmussen, L. M., Mejldal, A., Lambrechtsen, J., Steffensen, F. H., Frost, L., Egstrup, K., Urbonaviciene, G., Busk, M., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmoa2208681 · Cited by 182 · see citing works
Gupta, A., Lau, E., Varshney, R., Hulten, E. A., Cheezum, M., Bittencourt, M. S., Blaha, M. J., Wong, N. D., Blumenthal, R. S., Budoff, M. J., et al. (2017) · JACC: Cardiovascular Imaging · doi:10.1016/j.jcmg.2017.01.030 · Cited by 181 · see citing works
Self-citationSandhu, A. T., Rodriguez, F., Ngo, S., Patel, B. N., Mastrodicasa, D., Eng, D., Khandwala, N., Balla, S., Sousa, D., & Maron, D. J. (2023) · Circulation · doi:10.1161/circulationaha.122.062746 · Cited by 174 · see citing works
Clinician-Patient Risk Discussion for Atherosclerotic Cardiovascular Disease Prevention
Martin, S. S., Sperling, L. S., Blaha, M. J., Wilson, P. W. F., Gluckman, T. J., Blumenthal, R. S., & Stone, N. J. (2015) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2015.01.043 · Cited by 156 · see citing works
Self-citationCurry (2018) · doi:10.1001/jama.2018.6848 · Cited by 150 · see citing works
Automated Coronary Artery Calcification Scoring in Non-Gated Chest CT: Agreement and Reliability
Takx, R. A. P., de Jong, P. A., Leiner, T., Oudkerk, M., de Koning, H. J., Mol, C. P., Viergever, M. A., & Išgum, I. (2014) · PLoS ONE · doi:10.1371/journal.pone.0091239 · Cited by 128 · see citing works
McEvoy, J. W., Martin, S. S., Dardari, Z., Miedema, M. D., Sandfort, V., Yeboah, J., Budoff, M. J., Goff, D. C., Psaty, B. M., Post, W. S., et al. (2016) · Circulation · doi:10.1161/circulationaha.116.025471 · Cited by 113 · see citing works
Self-citationvan Assen, M., Martin, S. S., Varga‐Szemes, Á., Rapaka, S., Çimen, S., Sharma, P., Sahbaee, P., Cecco, C. N. D., Vliegenthart, R., Leonard, T. J., et al. (2020) · European Journal of Radiology · doi:10.1016/j.ejrad.2020.109428 · Cited by 75 · see citing works
Nerlekar, N., Vasanthakumar, S. A., Whitmore, K., Soh, C. H., Chan, J., Goel, V., Ryan, J. D. M., Jones, C., Stanton, T., Mitchell, G. K., et al. (2025) · JAMA · doi:10.1001/jama.2025.0584 · Cited by 70 · see citing works
Peng, A. W., Dudum, R., Jain, S. S., Maron, D. J., Patel, B. N., Khandwala, N., Eng, D., Chaudhari, A. S., Sandhu, A. T., & Rodriguez, F. (2023) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2023.06.040 · Cited by 67 · see citing works
The Science of Precision Prevention
Pearson, T. A., Vitalis, D., PRATT, C. A., Campo, R., Armoundas, A. A., Au, D. H., Beech, B. M., Brazhnik, O., Chute, C. G., Davidson, K. W., et al. (2023) · JACC Advances · doi:10.1016/j.jacadv.2023.100759 · Cited by 58 · see citing works
Coronary Artery Calcium Versus Pooled Cohort Equations Score for Primary Prevention Guidance
Muhlestein, J. B., Knowlton, K. U., Le, V. T., Lappe, D. L., May, H. T., Min, D. B., Johnson, K. M., Cripps, S. T., Schwab, L. H., Braun, S. B., et al. (2022) · JACC: Cardiovascular Imaging · doi:10.1016/j.jcmg.2021.11.006 · Cited by 57 · see citing works
Prevalence of Aortic Valve Calcium and the Long-Term Risk of Incident Severe Aortic Stenosis
Whelton, S. P., Jha, K., Dardari, Z., Razavi, A. C., Boakye, E., Dzaye, O. D. A., Verghese, D., Shah, S. J., Budoff, M. J., Matsushita, K., et al. (2023) · JACC. Cardiovascular imaging · doi:10.1016/j.jcmg.2023.02.018 · Cited by 54 · see citing works
Self-citationLeßmann, N., Išgum, I., Setio, A. A. A., de Vos, B. D., Ciompi, F., de Jong, P. A., Oudkerk, M., Mali, W. P. T. M., Viergever, M. A., & van Ginneken, B. (2016) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.2216978 · Cited by 53 · see citing works
Dzaye, O. D. A., Razavi, A. C., Michos, E. D., Mortensen, M. B., Dardari, Z., Nasir, K., Osei, A. D., Peng, A. W., Blankstein, R., Page, J. H., et al. (2022) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2022.02.006 · Cited by 50 · see citing works
Self-citationRole of Coronary Artery Calcium for Stratifying Cardiovascular Risk in Adults With Hypertension
Uddin, S. M. I., Mirbolouk, M., Kianoush, S., Orimoloye, O. A., Dardari, Z., Whelton, S. P., Miedema, M. D., Nasir, K., Rumberger, J. A., Shaw, L. J., et al. (2019) · Hypertension · doi:10.1161/hypertensionaha.118.12266 · Cited by 49 · see citing works
Self-citationNaghavi, M., Reeves, A. P., Atlas, K., Zhang, C., Atlas, T., Henschke, C. I., Yankelevitz, D. F., Budoff, M. J., Li, D., Roy, S. K., et al. (2024) · npj Digital Medicine · doi:10.1038/s41746-024-01308-0 · Cited by 45 · see citing works
Self-citationPerformance of artificial intelligence-based coronary artery calcium scoring in non-gated chest CT
Xu, J., Liu, J., Guo, N., Chen, L., Song, W., Guo, D., Zhang, Y., & Zheng, F. (2021) · European Journal of Radiology · doi:10.1016/j.ejrad.2021.110034 · Cited by 42 · see citing works
Blair, K. J., Allison, M., Morgan, C., Wassel, C. L., Rifkin, D. E., Criqui, M. H., Criqui, M. H., & Ix, J. H. (2014) · International journal of cardiac imaging · doi:10.1007/s10554-014-0392-1 · Cited by 40 · see citing works
Suh, Y. J., Kim, C., Lee, J., Oh, H., Kang, H., Kim, Y., & Yang, D. H. (2022) · European Radiology · doi:10.1007/s00330-022-09117-3 · Cited by 37 · see citing works
Coronary Artery Calcium Staging to Guide Preventive Interventions
Maron, D. J., Budoff, M. J., Sky, J. C., Bommer, W. J., Epstein, S. D., Fisher, D. A., Stock, E. O., Taylor, A. J., Wong, N. D., & DeMaria, A. N. (2024) · JACC: Advances · doi:10.1016/j.jacadv.2024.101287 · Cited by 32 · see citing works
Self-citationPuliti, D., Mascalchi, M., Carozzi, F. M., Carrozzi, L., Falaschi, F., Paci, E., Pegna, A. L., Aquilini, F., Barchielli, A., Bartolucci, M., et al. (2019) · Lung Cancer · doi:10.1016/j.lungcan.2019.10.006 · Cited by 28 · see citing works
Kim, J. Y., Suh, Y. J., Han, K., & Choi, B. W. (2021) · Korean Journal of Radiology · doi:10.3348/kjr.2020.1047 · Cited by 26 · see citing works
Naghavi, M., Reeves, A. P., Budoff, M. J., Li, D., Atlas, K. C., Zhang, C., Atlas, T. L., Roy, S. K., Henschke, C. I., Wong, N. D., et al. (2024) · Journal of cardiovascular computed tomography · doi:10.1016/j.jcct.2024.04.006 · Cited by 25 · see citing works
Self-citationAllocation of Semaglutide According to Coronary Artery Calcium and BMI
Razavi, A. C., Zhang, A. M. C., Dardari, Z., Nasir, K., Khorsandi, M., Mortensen, M. B., Al-Mallah, M. H., Shapiro, M. D., Daubert, M. A., Blumenthal, R. S., et al. (2025) · JACC. Cardiovascular imaging · doi:10.1016/j.jcmg.2024.10.004 · Cited by 18 · see citing works
Self-citationReliability of CAC Scoring on Nongated Compared With Gated Cardiac CT Scans From MESA
Almeida, S. O., Honoris, L., DeFranco, A. C., PORT, S., Li, D., Nasir, K., Kronmal, R. A., Barr, R. G., & Budoff, M. J. (2019) · JACC. Cardiovascular imaging · doi:10.1016/j.jcmg.2019.08.007 · Cited by 17 · see citing works
Self-citationNaghavi, M., Yankelevitz, D. F., Reeves, A. P., Budoff, M. J., Li, D., Atlas, K. C., Zhang, C., Atlas, T. L., Lirette, S. T., Wasserthal, J., et al. (2024) · Journal of cardiovascular computed tomography · doi:10.1016/j.jcct.2024.04.005 · Cited by 17 · see citing works
Self-citationAI Opportunistic Coronary Calcium Screening at Veterans Affairs Hospitals
Hagopian, R., Strebel, T., Bernatz, S., Myers, G. A., Offerman, E. J., Zuniga, E., Kim, C. Y., Ng, A. T., Iwaz, J. A., Nürnberg, L., et al. (2025) · NEJM AI · doi:10.1056/aioa2400937 · Cited by 16 · see citing works
Coronary artery calcium in 2023: Guidelines for LDL-C goals, non-statin therapies, and aspirin use
Soroosh, G., Tasdighi, E., Adhikari, R., & Blaha, M. J. (2024) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2024.05.004 · Cited by 15 · see citing works
Grant, J. K., Bokhari, A., Manoharan, A., Koester, M., Dangl, M. D., Martillo, M. A., Whelton, S. P., Martin, S. S., Blumenthal, R. S., Blaha, M. J., et al. (2024) · Journal of clinical lipidology · doi:10.1016/j.jacl.2024.04.129 · Cited by 14 · see citing works
Self-citationScreening for coronary artery calcium in a high-risk population: the ROBINSCA trial
Denissen, S. J. A. M., van der Aalst, C. M., Vonder, M., Gratama, J. W., Adriaansen, H. J., Kuijpers, D., van Lennep, J. E. R., Vliegenthart, R., van der Harst, P., Braam, R. L., et al. (2020) · European Journal of Preventive Cardiology · doi:10.1177/2047487320932263 · Cited by 13 · see citing works
Kim, S., Park, E., Ahn, C., Jeong, B., Lee, Y. S., Lee, W., & Kim, J. H. (2025) · European Radiology · doi:10.1007/s00330-025-11559-4 · Cited by 11 · see citing works
Raygor, V., Hoeting, N. M., Ayers, C. R., Joshi, P. H., Canan, A., Abbara, S., Assadourian, J. N., Khera, A., Peterson, E. D., & Návar, A. M. (2023) · Journal of cardiovascular computed tomography · doi:10.1016/j.jcct.2023.10.001 · Cited by 10 · see citing works
Hammond, M. M., Cameron, N. A., Ning, H., Bah, I., Beltrame, K., Khan, S. S., & Shah, N. S. (2023) · Journal of the American Heart Association · doi:10.1161/jaha.122.029263 · Cited by 10 · see citing works
Digital health innovation and artificial intelligence in cardiovascular care: a case-based review
Grant, J. K., Javaid, A., Carrick, R. T., Koester, M., Kassamali, A. A., Kim, C. H., Isakadze, N., Wu, K. C., Blaha, M. J., Whelton, S. P., et al. (2024) · npj Cardiovascular Health · doi:10.1038/s44325-024-00020-y · Cited by 9 · see citing works
Self-citationGroen, R. A., Jukema, J. W., van Dijkman, P. R. M., Bax, J. J., Lamb, H. J., Antoni, M. L., & Graaf, M. A. D. (2024) · Cardiology and Therapy · doi:10.1007/s40119-024-00354-9 · Cited by 9 · see citing works
Mortensen, M. B., Dzaye, O. D. A., Razavi, A. C., Jensen, J. M., Steffensen, F. H., Bøtker, H. E., Cainzos‐Achirica, M., Sørensen, H. T., Mæng, M., Blaha, M. J., et al. (2022) · European Journal of Preventive Cardiology · doi:10.1093/eurjpc/zwac104 · Cited by 7 · see citing works
Self-citationBerzingi, S., Piechowski, K. L., Hendricks, E. L., Colantonio, M. A., Anandarm, A., Perkowski, G., Miller, T., Conte, J., Nassar, S., Kaseer, B., et al. (2024) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2024.100719 · Cited by 7 · see citing works
Peng, A. W., Skye, M., Jain, S. S., Dudum, R., Maron, D. J., Din, N., Patel, B. N., Chaudhari, A. S., Sandhu, A. T., & Rodriguez, F. (2024) · JACC: Advances · doi:10.1016/j.jacadv.2024.100963 · Cited by 6 · see citing works
When Opportunity Knocks: Capitalizing on Incidental Coronary Arterial Calcification
Joshi, P. H., Nasir, K., & Návar, A. M. (2023) · Circulation · doi:10.1161/circulationaha.122.063207 · Cited by 4 · see citing works
Shear, B. M., Graby, J., Murphy, D., Strong, K., Khavandi, A., Burnett, T. A., Charters, P. F. P., & Rodrigues, J. C. L. (2025) · Clinical Radiology · doi:10.1016/j.crad.2025.106909 · Cited by 4 · see citing works
Ali, M., Gul, S., Naqvi, M., Hakam, L., Inayat, A., Saleem, S., Polavarpu, M., & Syed, M. A. (2021) · Cureus · doi:10.7759/cureus.14647 · Cited by 3 · see citing works
Razavi, A. C., Dzaye, O. D. A., Cainzos‐Achirica, M., Dardari, Z., van Assen, M., Quyyumi, A. A., Nasir, K., Carr, J. J., Budoff, M. J., Blumenthal, R. S., et al. (2023) · Journal of cardiovascular computed tomography · doi:10.1016/j.jcct.2023.05.182 · Cited by 1 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 8
- [42]Chiles C, Duan F, Gladish GW, Association of coronary artery calcification and mortality in the national lung screening trial: A comparison of three scoring methods. Radiology. 2015; 276(1). doi: 10.1148/radiol.15142062 PMC5137795 25759972 · DOI · Paper page
- [45]Naghavi M, Reeves AP, Atlas K, Artificial intelligence applied to coronary artery calcium scans (AI-CAC) significantly improves cardiovascular events prediction. NPJ Digit Med. 2024; 7(1): 309. doi: 10.1038/s41746-024-01308-0 39501071 PMC11538462 · DOI · Paper page
- [50]Cainzos-Achirica M, Miedema MD, McEvoy JW, Coronary Artery Calcium for Personalized Allocation of Aspirin in Primary Prevention of Cardiovascular Disease in 2019. Circulation. 2020; 141(19). doi: 10.1161/circulationaha.119.045010 PMC7217722 32233663 · DOI · Paper page
- [55]Muhlestein JB, Knowlton KU, Le VT, Coronary Artery Calcium Versus Pooled Cohort Equations Score for Primary Prevention Guidance. JACC Cardiovasc Imaging. 2022; 15(5): 843– 855. doi: 10.1016/j.jcmg.2021.11.006 34922872 · DOI · Paper page
- [64]Amett DK, Blumenthal RS, Albert MA, 2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines ∣ Journal of the American College of Cardiology. J Am Coll Cardiol. 2019; 74(10): e177– e232. doi: 10.1161/CIR.0000000000000678 30894318 PMC7685565 · DOI · Paper page
- [66]McEvoy JW, Martin SS, Dardari ZA, Coronary Artery Calcium to Guide a Personalized Risk-Based Approach to Initiation and Intensification of Antihypertensive Therapy. Circulation. 2017; 135(2): 153– 165. doi: 10.1161/CIRCULATIONAHA.116.025471 27881560 PMC5225077 · DOI
- [67]Mortensen MB, Dzaye O, Razavi AC, Association between REDUCE-IT criteria, coronary artery disease severity, and cardiovascular events: the Western Denmark Heart Registry ∣ European Journal of Preventive Cardiology ∣ Oxford Academic. Eur J Prev Cardiol. 2022; 29(13): 1802– 1810. doi: 10.1093/eurjpc/zwac104 35653637 · DOI
- [69]J MD, J BM, C SJ, Coronary Artery Calcium Staging to Guide Preventive Interventions. JACC: Advances. 2024; 3(11): 101287. doi: 10.1016/j.jacadv.2024.101287 39385944 PMC11462328 · DOI · Paper page
Cited by
Sorted by citations
Khan, S. S., Bhave, N. M., Blumenthal, R. S., Coresh, J., Huang, X., Joseph, J. J., Khera, A., Ho, J. E., Lloyd‐Jones, D. M., Wang, C. C. L., et al. (2026) · Circulation · doi:10.1161/cir.0000000000001447 · Cited by 10 · see citing works
Self-citationDudum, R., Jain, S. S., Mastrodicasa, D., Furst, A., Xu, S., Ngo, S., Eng, D., Khandwala, N., Sousa, D., Chaudhari, A., et al. (2026) · Circulation · doi:10.1161/circulationaha.125.078155 · Cited by 5 · see citing works
Verghese, D., Trujillo, R., Abraham, D., McClelland, R. L., Kinninger, A., Manubolu, V. S., Aldana-Bitar, J., Cubeddu, R. J., Drachman, D. E., Inglessis‐Azuaje, I., et al. (2026) · Circulation · doi:10.1161/circulationaha.125.078431 · Cited by 3 · see citing works
Self-citationNdumele, C. E., Lusk, J. B., & Khan, S. S. (2026) · Circulation Population Health and Outcomes · doi:10.1161/circoutcomes.125.012569 · Cited by 2 · see citing works
Razavi, A. C., Sokolsky, M., Belanger, M., Blazoski, C. M., Spitz, J. A., Sperling, L. S., Blumenthal, R. S., & Whelton, S. P. (2026) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2026.101417 · Cited by 1 · see citing works
Self-citationŻerdziński, K., Janiec, J., Dreger, M., Dudek, P., Paszkiewicz, I., Mitręga, A., Bielówka, M., Nawrat, A., Kufel, J., & Rojek, M. (2026) · Diagnostics · doi:10.3390/diagnostics16020243 · Cited by 1 · see citing works
Lee, S. H. (2026) · Nuclear Medicine and Molecular Imaging · doi:10.1007/s13139-026-01047-y · Cited by 1 · see citing works
Huang, X., Petito, L. C., Allen, N. B., Blankstein, R., Blumenthal, R. S., Coresh, J., Greenland, P., Ho, J. E., Khera, A., Lloyd‐Jones, D. M., et al. (2026) · JAMA · doi:10.1001/jama.2026.13233 · Cited by 1 · see citing works
Kang, S. R., & Rho, J. Y. (2026) · Korean Journal of Radiology · doi:10.3348/kjr.2025.1978 · Cited by 1 · see citing works
Ansari, S., Razavi, A. C., Blumenthal, R. S., & Budoff, M. J. (2026) · JACC Advances · doi:10.1016/j.jacadv.2026.103183 · Cited by 1 · see citing works
Self-citationPrognostication and clinical opportunities with AI for coronary artery calcium: a scoping review
McDonald, V. J. F., Parsa, S., Mastrodicasa, D., Rodriguez, F., Langlotz, C., Maron, D. J., Sandhu, A. T., Dudum, R., & Jain, S. S. (2026) · BMJ Digital Health & AI · doi:10.1136/bmjdh-2026-000053
The Promise and Pitfalls of Innovative Indicators in Predicting Stroke
Guo, Y., & Zhou, Y. (2025) · Journal of Clinical Nursing · doi:10.1111/jocn.70152
Ahmad, K., & Elgendy, I. Y. (2025) · Journal of the Society for Cardiovascular Angiography & Interventions · doi:10.1016/j.jscai.2025.104113
Martínez‐Urbistondo, D., Gómez, J. C., & Pérez‐Martínez, P. (2026) · European Journal of Internal Medicine · doi:10.1016/j.ejim.2025.106672
Blaha, M. J. (2026) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2026.101446
Millions of CT scans are done every year – most leave important data behind
Gunderman, P. R. (2026) · doi:10.64628/aai.j4gs7cjar
Chen, X., Tan, M., Liu, L., Ye, L., Wu, C., Zhou, X., Lei, W., Huang, M., & Peng, F. (2026) · Frontiers in Endocrinology · doi:10.3389/fendo.2026.1803735
Hou, K., & Yang, C. (2026) · Journal of Applied Clinical Medical Physics · doi:10.1002/acm2.70614
Davuluri, P. S. L. N., Segireddy, A. R., & Sheelam, G. K. (2026) · Journal of the Formosan Medical Association · doi:10.1016/j.jfma.2026.04.089
Wherever, Whenever, and However It Is Found
Pagidipati, N. J. (2026) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2026.04.017
Khan, S. S., Ndumele, C. E., Bhave, N. M., Blumenthal, R. S., Coresh, J., Huang, X., Joseph, J. J., Khera, A., Ho, J. E., Lloyd‐Jones, D. M., et al. (2026) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2026.05.007 · Cited by 3 · see citing works
Self-citationFrolenko, A. M., & Kolesnyk, M. Y. (2026) · Zaporozhye Medical Journal · doi:10.14739/2310-1210.2026.3.352338
He, J., Wang, Y.-C., & Chang, K. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15124652
Coronary artery calcium on chest CT scans: from incidental finding to mandatory reporting
Sabouret, P. F., Giamundo, D. M., Spadafora, L., Figliozzi, S., Mamas, M. A., Stefanini, G. G., Asher, E., Andò, G., Blumenthal, R., & Atar, D. (2026) · Nature Reviews Cardiology · doi:10.1038/s41569-026-01317-4 · Cited by 1 · see citing works
Du, L., Rodríguez, F., Ray, K. K., Yang, E., & Kim, D. S. (2026) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2026.101730
Self-citationFrom Risk Determinants to Clinical Action
Jafar, T. H., Zhu, A., & Ogungbe, O. (2026) · Clinical Journal of the American Society of Nephrology · doi:10.2215/cjn.0000001173
The Evolving Role of Coronary Artery Imaging in Assessing Cardiovascular Risk from Lipoprotein(a)
Savides, M. T., Bhatia, H. S., Kuznetsova, I., & Wilkinson, M. J. (2026) · Current Atherosclerosis Reports · doi:10.1007/s11883-026-01440-0
Artificial intelligence, preventive cardiology and making time for what matters: a fellow’s voice
Lopes, R. A. (2026) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2026.101754
A high-value, cross-continuum approach to heart failure: A narrative review
Potharazu, A. V., Mansour, A. I., Berkowitz, S., Bhatla, A., Feeser, S. A., Hill, P., Issa, J., Johnson, P., Segall, H., & Gilotra, N. A. (2026) · The American Journal of Medicine · doi:10.1016/j.amjmed.2026.07.003
Opportunistic Coronary Artery Calcium Screening: Time for Clinical Implementation
Rodríguez, F., & Langlotz, C. P. (2026) · Circulation · doi:10.1161/circulationaha.126.081204
Toshniwal, A., Jadhav, U. S., Ghewade, B., Adwani, S., Arneja, A., Jain, A., Patil, P. A., Ghute, S., & Mehta, A. (2026) · Egyptian Journal of Bronchology · doi:10.1186/s43168-026-00640-1
Tsai, L. L., Anokwuru, C., Kapula, N., Fan, J., Satoyoshi, M., Wallen, B., Zhang, M., Luo, I., Han, S. S., Elliott, I. A., et al. (2026) · The Annals of Thoracic Surgery · doi:10.1016/j.athoracsur.2026.08.003
Cheng, Y.-Y. (2026) · Journal of Medical Imaging and Radiation Oncology · doi:10.1111/1754-9485.70170
Coronary artery calcification: Let the calcium shape the strategy
Scicchitano, P., & Barnaba, I. (2026) · Trends in Cardiovascular Medicine · doi:10.1016/j.tcm.2026.08.012
Cardiovascular disease burden at cancer diagnosis: temporal trends in a national study from England
Alshahrani, A., Kontopantelis, E., Morgan, C., Martin, G. P., Ravindrarajah, R., Evison, M., & Mamas, M. A. (2026) · European Heart Journal · doi:10.1093/eurheartj/ehag626
Safdar, M., Aslam, S., Anwar, W., Ali, S. L., Anwar, K., & Ishrat, S. (2026) · Pakistan Journal of Health Sciences · doi:10.54393/pjhs.v7i8.4072
Opportunistic CT Screening: Clinical Applications, Technical Foundations, and Best Practices
Dogra, S., Lew, C. O., Bussey, O., Gyftopoulos, S., Bredella, M. A., Recht, M. P., & Dane, B. R. (2026) · Radiographics · doi:10.1148/rg.260009
Williams, K. A., Sr., Le, R., Nguyen, D. C., Woods, J., Dillon, J. C., & Williams, R. D. (2026) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2026.101841
Xu, J., Zhou, H., Ma, J., 邹耀威, Dai, L., & Zhu, L. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-38091-3_53
AI-enabled left atrial volume quantification from CAC CT: comparison with echocardiography
Momin, E., Barr, J., Gershon, G. S., Zhou, B., Mehta, A., Rapaka, S., Jacob, A., Cecco, C. N. D., & van Assen, M. (2026) · The International Journal of Cardiovascular Imaging · doi:10.1007/s10554-026-03832-4
Panqueva, L. N., Herazo, V. D. C., & Pinzón, B. (2026) · Radiology Cardiothoracic Imaging · doi:10.1148/ryct.260304
The evolving role of cardiac CT: Emerging technologies and clinical impact
Oda, S., Iima, M., Yanagawa, M., Saida, T., Ide, S., Takumi, K., Ito, R., Kurokawa, R., Honda, M., Nishioka, K., et al. (2026) · Diagnostic and Interventional Imaging · doi:10.1016/j.diii.2026.10.001
Eusuff, S., Kim, J., Fatima, Z., Yalcinkaya, D., Sahashi, Y., Sandhu, A., Nguyen, L. H., Ambrosy, A. P., Cheng, P. P., Chang, S. T., et al. (2026) · American Heart Journal · doi:10.1016/j.ahj.2026.107628
Keamy-Minor, E., Dudum, R., Bragdon, C. L., Ngo, S., Xu, S., Asch, S. M., Maron, D. J., Brown-Johnson, C., Sandhu, A. T., & Rodriguez, F. (2026) · American Heart Journal Plus Cardiology Research and Practice · doi:10.1016/j.ahjo.2026.100989
Self-citation
- Authors
- Foraker, R., Sperling, L., Bratzke, L., Budoff, M., Leppert, M., Razavi, A. C., Rodriguez, F., Shapiro, M. D., Whelton, S., Wong, N. D., Yang, E., & on behalf of the American Heart Association Prevention Science Committee of the Council on Epidemiology and Prevention and Council on Cardiovascular and Stroke Nursing; Council on Clinical Cardiology; and Council on Cardiovascular Radiology and Intervention
- ORCID
- Venue
- Circulation
- Published
- 2025-11-11
- Volume
- 152
- Issue
- 19
- Pages
- e391-e401
- ISSN
- 0009-7322 (ISSN-L)
- 1524-4539
- PMC
- PMC13034728
- OpenAlex
- W4415265522
- Cited by
- 44
- References
- 63
- Citations by year
- 2026: 41 · 2025: 3
- FWCI
- 6.94
- Type
- journal article
- Language
- en
- Open access
- Locations
- Circulation (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Heart, Lung, and Blood Institute (R01HL169345)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Cardiac Imaging and Diagnostics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health Promotion and Cardiovascular Prevention
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Valve Diseases and Treatments
- Keywords
- coronary artery calcium, atherosclerotic cardiovascular disease, subclinical atherosclerosis, cardiovascular risk stratification, artificial intelligence, risk calculator, multidisciplinary care pathway
- MeSH terms
- Computed Tomography Angiography, American Heart Association, Cardiovascular Diseases, Coronary Artery Disease, Coronary Vessels, Humans, Risk Factors, Tomography, X-Ray Computed, United States, Risk Assessment, Vascular Calcification
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review