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HeartLung.AI Publications

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Morteza Naghavi MD, Anthony P. Reeves PhD, Kyle C. Atlas MS, Chenyu Zhang MS, Dong Li PhD, Thomas Atlas MD, Claudia I. Henschke MD, Nathan D. Wong PhD, Sion K. Roy MD, Matthew J. Budoff MD, David F. Yankelevitz MD. AI-Enabled CT Cardiac Chamber Volumetry Predicts Atrial Fibrillation and Stroke Comparable to MRI, JACC: Advances, Volume 3, Issue 11, 2024, 101300, ISSN 2772-963X.

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Editorial: New Frontiers for Predicting Atrial Fibrillation and Stroke: AI-Based Left Atrial Volumetry

Onnis, C, van Assen, M. New Frontiers for Predicting Atrial Fibrillation and Stroke: AI-Based Left Atrial Volumetry. JACC Adv. 2024 Nov, 3 (11). https://doi.org/10.1016/j.jacadv.2024.101299

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Naghavi M, Reeves AP, Atlas K, Zhang C, Atlas T, Henschke CI, Yankelevitz DF, Budoff MJ, Li D, Roy SK, Nasir K, Molloi S, Fayad Z, McConnell MV, Kakadiaris I, Maron DJ, Narula J, Williams K, Shah PK, Levy D, Wong ND. Artificial intelligence applied to coronary artery calcium scans (AI-CAC) significantly improves cardiovascular events prediction. NPJ Digit Med. 2024 Nov 5;7(1):309. doi: 10.1038/s41746-024-01308-0. PMID: 39501071; PMCID: PMC11538462.

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​Naghavi M, Reeves A, Budoff M, Li D, Atlas K, Zhang C, Atlas T, Roy SK, Henschke CI, Wong ND, Defilippi C, Levy D, Yankelevitz DF. AI-enabled cardiac chambers volumetry in coronary artery calcium scans (AI-CACTM) predicts heart failure and outperforms NT-proBNP: The multi-ethnic study of Atherosclerosis. J Cardiovasc Comput Tomogr. 2024 Jul-Aug;18(4):392-400. doi: 10.1016/j.jcct.2024.04.006. Epub 2024 Apr 24. PMID: 38664073; PMCID: PMC11216890.

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Naghavi M, Yankelevitz D, Reeves AP, Budoff MJ, Li D, Atlas K, Zhang C, Atlas TL, Lirette S, Wasserthal J, Roy SK, Henschke C, Wong ND, Defilippi C, Heckbert SR, Greenland P. AI-enabled left atrial volumetry in coronary artery calcium scans (AI-CACTM) predicts atrial fibrillation as early as one year, improves CHARGE-AF, and outperforms NT-proBNP: The multi-ethnic study of atherosclerosis. J Cardiovasc Comput Tomogr. 2024 Jul-Aug;18(4):383-391. doi: 10.1016/j.jcct.2024.04.005. Epub 2024 Apr 23. PMID: 38653606; PMCID: PMC11216863.

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Naghavi M, Atlas K, Jaberzadeh A, Zhang C, Manubolu V, Li D, Budoff M. Validation of Opportunistic Artificial Intelligence-Based Bone Mineral Density Measurements in Coronary Artery Calcium Scans. J Am Coll Radiol. 2024 Apr;21(4):624-632. doi: 10.1016/j.jacr.2023.05.006. Epub 2023 Jun 17. PMID: 37336431.

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Naghavi M, De Oliveira I, Mao SS, Jaberzadeh A, Montoya J, Zhang C, Atlas K, Manubolu V, Montes M, Li D, Atlas T, Reeves A, Henschke C, Yankelevitz D, Budoff M. Opportunistic AI-enabled automated bone mineral density measurements in lung cancer screening and coronary calcium scoring CT scans are equivalent. Eur J Radiol Open. 2023 May 13;10:100492. doi: 10.1016/j.ejro.2023.100492. PMID: 37214544; PMCID: PMC10196960.

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​Atlas, K. & Zhang, C. & Reeves, A. & Li, D. & Atlas, T. & Budoff, M. & Naghavi, M.. (2024). AI-enabled Bone Mineral Density Measurement In Coronary Artery Calcium Scans Associated With High Coronary Artery Calcium Independently Of Conventional Risk Factors: Multi-ethnic Study Of Atherosclerosis (mesa). Journal of Cardiovascular Computed Tomography. 18. S60. 10.1016/j.jcct.2024.05.139. 

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​Naghavi, Morteza & Reeves, Anthony & Budoff, Matthew & Li, Dong & Atlas, Kyle & Zhang, Chenyu & Atlas, Thomas & Roy, Sion & Henschke, Claudia & Wong, Nathan & Defilippi, Christopher & Levy, Daniel & Yankelevitz, David. (2024). AI-enabled cardiac chambers volumetry in coronary artery calcium scans (AI-CACTM) predicts heart failure and outperforms NT-proBNP: The multi-ethnic study of Atherosclerosis. Journal of Cardiovascular Computed Tomography. 18. 10.1016/j.jcct.2024.04.006.

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M Naghavi, A P Reeves, K Atlas, C Zhang, M J Budoff, C Henschke, D Yankelevitz, AI-enabled automated cardiac chambers volumetry in non-contrast ECG-gated cardiac scans vs. non-contrast non-gated lung scans, European Heart Journal, Volume 45, Issue Supplement_1, October 2024, ehae666.2765, https://doi.org/10.1093/eurheartj/ehae666.2765​

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M Naghavi, K Atlas, C Zhang, S S Mao, A P Reeves, M J Budoff, C Henschke, D Yankelevitz, AI-enabled cardiac chambers volumetry in non-contrast coronary artery calcium CT scans vs. contrast-enhanced coronary CT angiography scans in the same patients, European Heart Journal, Volume 45, Issue Supplement_1, October 2024, ehae666.206, https://doi.org/10.1093/eurheartj/ehae666.206

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E. Jaalouk, V. Manubolu, A. Reeves, K. Atlas, C. Zhang, T. Atlas, M. Budoff, M. Naghavi, AI-enabled Cardiac Chambers Volumetry In Non-contrast Cardiac CT Scans Detects HfREF Vs. HfPEF, Journal of Cardiovascular Computed Tomography, Volume 17, Issue 4, Supplement, 2023, Pages S62-S63, ISSN 1934-5925, https://doi.org/10.1016/j.jcct.2023.05.155. (https://www.sciencedirect.com/science/article/pii/S1934592523002782)

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​Naghavi M, Atlas K, Jaberzadeh A, Zhang C, Manubolu V, Li D, Budoff M. Validation of Opportunistic Artificial Intelligence-Based Bone Mineral Density Measurements in Coronary Artery Calcium Scans. J Am Coll Radiol. 2024 Apr;21(4):624-632. doi: 10.1016/j.jacr.2023.05.006. Epub 2023 Jun 17. PMID: 37336431.

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Naghavi M, De Oliveira I, Mao SS, Jaberzadeh A, Montoya J, Zhang C, Atlas K, Manubolu V, Montes M, Li D, Atlas T, Reeves A, Henschke C, Yankelevitz D, Budoff M. Opportunistic AI-enabled automated bone mineral density measurements in lung cancer screening and coronary calcium scoring CT scans are equivalent. Eur J Radiol Open. 2023 May 13;10:100492. doi: 10.1016/j.ejro.2023.100492. PMID: 37214544; PMCID: PMC10196960.

Abstracts

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Presented at the annual Scientific Sessions of the American Heart Association. American College of Cardiology, European Society of Cardiology, Radiological Society of North America (RSNA)

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Morteza Naghavi, Anthony Reeves, Kyle Atlas, Chenyu Zhang, Thomas Atlas, Claudia Henschke, David Yankelevitz, Matthew J. Budoff, WENJUN FAN, Ruilin Yu, Andrea Branch, Ning Ma, Sion Roy, Khurram Nasir, Sabee Molloi, Zahi A. Fayad, Mike McConnell, Ioannis Kakadiaris, Javier Zulueta, David Maron, Prediman K. Shah, Kim A. Williams, Daniel Levy, and Nathan D. Wong.

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​Morteza Naghavi, Anthony P. Reeves, Kyle Atlas, Chenyu Zhang, Dong Li, Thomas Atlas, Claudia Henschke, Nathan D. Wong, Sion K. Roy, Matthew J. Budoff, David Yankelevitz, and Nathan D. Wong.

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Morteza Naghavi, Anthony Reeves, Kyle Atlas, Dong Li, Chenyu Zhang, Thomas Atlas, Sion K. Roy, Matthew Budoff, Claudia Henschke, David Yankelevitz, Nathan D. Wong, and Daniel Levy.

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Morteza Naghavi, MD, Anthony P. Reeves, PhD, Kyle Atlas, BS, Chenyu Zhang, MS, Thomas Atlas, MD, Claudia Henschke, PhD., MD, David Yankelevitz, MD, Matthew J. Budoff, MD, Dong Li, PhD, Wenjun Fan, MD, PhD, Ruilin Yu, MPH, Andrea Branch, MD, Ning Ma, PhD, Rowena Yip, PhD, Sion K. Roy, MD, Khurram Nasir, M.D, Sabee Molloi, PhD, Zahi Fayad, PhD, Michael V. McConnell, MD, MSEE, Ioannis Kakadiaris, MD, Javier Zuelueta, MD, David J. Maron, MD, Jagat Narula, MD, PhD, Prediman Shah, MD, Kim Williams, MD, Daniel Levy, M.D, and Nathan D. Wong, PhD.

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Morteza Naghavi, MD, Anthony P. Reeves, PhD, Kyle Atlas, BS, Chenyu Zhang, MS, Thomas Atlas, MD, Claudia Henschke, PhD., MD, David Yankelevitz, MD, Matthew J. Budoff, MD, Dong Li, PhD, Wenjun Fan, MD, PhD, Ruilin Yu, MPH, Andrea Branch, MD, Ning Ma, PhD, Rowena Yip, PhD, Sion K. Roy, MD, Khurram Nasir, M.D, Sabee Molloi, PhD, Zahi Fayad, PhD, Michael V. McConnell, MD, MSEE, Ioannis Kakadiaris, MD, Javier Zuelueta, MD, David J. Maron, MD, Jagat Narula, MD, PhD, Prediman Shah, MD, Kim Williams, MD, Daniel Levy, M.D, and Nathan D. Wong, PhD.

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​Morteza Naghavi, MD, Anthony P. Reeves, PhD, Kyle Atlas, BS, Chenyu Zhang, MS, Thomas Atlas, MD, Claudia Henschke, PhD., MD, David Yankelevitz, MD, Matthew J. Budoff, MD, Dong Li, PhD, Wenjun Fan, MD, PhD, Ruilin Yu, MPH, Andrea Branch, MD, Ning Ma, PhD, Rowena Yip, PhD, Sion K. Roy, MD, Khurram Nasir, M.D, Sabee Molloi, PhD, Zahi Fayad, PhD, Michael V. McConnell, MD, MSEE, Ioannis Kakadiaris, MD, Javier Zuelueta, MD, David J. Maron, MD, Jagat Narula, MD, PhD, Prediman Shah, MD, Kim Williams, MD, Daniel Levy, M.D, and Nathan D. Wong, PhD. 

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​Kyle Atlas, Chenyu Zhang, Anthony P. Reeves, Dong Li, Thomas Atlas, Matthew Budoff, and Morteza Naghavi.

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​Kyle Atlas, Chenyu Zhang, Anthony P. Reeves, Emily Jaalouk, Sanjay Manubolu, Song Shou Mao, Matthew Budoff, Morteza Naghavi.

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Morteza Naghavi, Anthony P. Reeves, Kyle Atlas, Chenyu Zhang, Dong Li, Thomas Atlas, Claudia Henschke, Nathan D. Wong, Sion K. Roy, Matthew J. Budoff, David Yankelevitz.

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Morteza Naghavi, Anthony Reeves, Kyle Atlas, Dong Li, Chenyu Zhang, Thomas Atlas, Sion K. Roy, Matthew Budoff, Claudia Henschke, David Yankelevitz, Nathan D. Wong, and Daniel Levy.

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Morteza Naghavi, MD, Anthony P. Reeves, PhD, Kyle Atlas, BS, Chenyu Zhang, MS, Thomas Atlas, MD, Claudia Henschke, PhD., MD, David Yankelevitz, MD, Matthew J. Budoff, MD, Dong Li, PhD, Sion K. Roy, MD, Khurram Nasir, M.D, Sabee Molloi, PhD, Zahi Fayad, PhD, Michael V. McConnell, MD, MSEE, Ioannis Kakadiaris, MD, David J. Maron, MD, Jagat Narula, MD, Kim Williams, MD, Daniel Levy, M.D, and Nathan D. Wong, PhD.

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​Chenyu Zhang, Kyle Atlas, Song Shou Mao, Anthony Reeves, Matthew Budoff, Claudia Henschke, David Yankelevitz, and Morteza Naghavi. 

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​Morteza Naghavi, Anthony Reeves, Matthew Budoff, Dong Li, Kyle Atlas, Chenyu Zhang, Thomas Atlas, Sion K. Roy, Nathan D. Wong, Claudia Henschke, and David Yankelevitz.

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