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Page 1
Deep Learning for Explainable Estimation of Mortality Risk From Myocardial Positron Emission Tomography Images.
Singh A, Kwiecinski J, Miller RJH, Otaki Y, Kavanagh PB, Van Kriekinge SD, Parekh T, Gransar H, Pieszko K, Killekar A, Tummala R, Liang JX, Di Carli MF, Berman DS, Dey D, Slomka PJ. Singh A, et al. Among authors: killekar a. Circ Cardiovasc Imaging. 2022 Sep;15(9):e014526. doi: 10.1161/CIRCIMAGING.122.014526. Epub 2022 Sep 20. Circ Cardiovasc Imaging. 2022. PMID: 36126124 Free PMC article.
Deep learning-enabled coronary CT angiography for plaque and stenosis quantification and cardiac risk prediction: an international multicentre study.
Lin A, Manral N, McElhinney P, Killekar A, Matsumoto H, Kwiecinski J, Pieszko K, Razipour A, Grodecki K, Park C, Otaki Y, Doris M, Kwan AC, Han D, Kuronuma K, Flores Tomasino G, Tzolos E, Shanbhag A, Goeller M, Marwan M, Gransar H, Tamarappoo BK, Cadet S, Achenbach S, Nicholls SJ, Wong DT, Berman DS, Dweck M, Newby DE, Williams MC, Slomka PJ, Dey D. Lin A, et al. Among authors: killekar a. Lancet Digit Health. 2022 Apr;4(4):e256-e265. doi: 10.1016/S2589-7500(22)00022-X. Lancet Digit Health. 2022. PMID: 35337643 Free PMC article.
Deep Learning Coronary Artery Calcium Scores from SPECT/CT Attenuation Maps Improve Prediction of Major Adverse Cardiac Events.
Miller RJH, Pieszko K, Shanbhag A, Feher A, Lemley M, Killekar A, Kavanagh PB, Van Kriekinge SD, Liang JX, Huang C, Miller EJ, Bateman T, Berman DS, Dey D, Slomka PJ. Miller RJH, et al. Among authors: killekar a. J Nucl Med. 2023 Apr;64(4):652-658. doi: 10.2967/jnumed.122.264423. Epub 2022 Oct 7. J Nucl Med. 2023. PMID: 36207138 Free PMC article.
Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional long short-term memory networks.
Killekar A, Grodecki K, Lin A, Cadet S, McElhinney P, Razipour A, Chan C, Pressman BD, Julien P, Chen P, Simon J, Maurovich-Horvat P, Gaibazzi N, Thakur U, Mancini E, Agalbato C, Munechika J, Matsumoto H, Menè R, Parati G, Cernigliaro F, Nerlekar N, Torlasco C, Pontone G, Dey D, Slomka P. Killekar A, et al. J Med Imaging (Bellingham). 2022 Sep;9(5):054001. doi: 10.1117/1.JMI.9.5.054001. Epub 2022 Sep 6. J Med Imaging (Bellingham). 2022. PMID: 36090960 Free PMC article.
Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction.
Michalowska AM, Zhang W, Shanbhag A, Miller RJ, Lemley M, Ramirez G, Buchwald M, Killekar A, Kavanagh PB, Feher A, Miller EJ, Einstein AJ, Ruddy TD, Liang JX, Builoff V, Ouyang D, Berman DS, Dey D, Slomka PJ. Michalowska AM, et al. Among authors: killekar a. medRxiv [Preprint]. 2024 Apr 24:2024.04.23.24305735. doi: 10.1101/2024.04.23.24305735. medRxiv. 2024. PMID: 38712025 Free PMC article. Preprint.
Predicting mortality from AI cardiac volumes mass and coronary calcium on chest computed tomography.
Miller RJH, Killekar A, Shanbhag A, Bednarski B, Michalowska AM, Ruddy TD, Einstein AJ, Newby DE, Lemley M, Pieszko K, Van Kriekinge SD, Kavanagh PB, Liang JX, Huang C, Dey D, Berman DS, Slomka PJ. Miller RJH, et al. Among authors: killekar a. Nat Commun. 2024 Mar 29;15(1):2747. doi: 10.1038/s41467-024-46977-3. Nat Commun. 2024. PMID: 38553462 Free PMC article.
AI-Defined Cardiac Anatomy Improves Risk Stratification of Hybrid Perfusion Imaging.
Miller RJH, Shanbhag A, Killekar A, Lemley M, Bednarski B, Kavanagh PB, Feher A, Miller EJ, Bateman T, Builoff V, Liang JX, Newby DE, Dey D, Berman DS, Slomka PJ. Miller RJH, et al. Among authors: killekar a. JACC Cardiovasc Imaging. 2024 Mar 6:S1936-878X(24)00038-X. doi: 10.1016/j.jcmg.2024.01.006. Online ahead of print. JACC Cardiovasc Imaging. 2024. PMID: 38456877
Automated vessel specific coronary artery calcification quantification with deep learning in a large multi-center registry.
Williams MC, Shanbhag AD, Zhou J, Michalowska AM, Lemley M, Miller RJ, Killekar A, Waechter P, Gransar H, Van Kriekinge SD, Builoff V, Feher A, Miller EJ, Bateman T, Dey D, Berman D, Slomka PJ. Williams MC, et al. Among authors: killekar a. Eur Heart J Cardiovasc Imaging. 2024 Feb 20:jeae045. doi: 10.1093/ehjci/jeae045. Online ahead of print. Eur Heart J Cardiovasc Imaging. 2024. PMID: 38376471
AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imaging.
Miller RJH, Shanbhag A, Killekar A, Lemley M, Bednarski B, Van Kriekinge SD, Kavanagh PB, Feher A, Miller EJ, Einstein AJ, Ruddy TD, Liang JX, Builoff V, Berman DS, Dey D, Slomka PJ. Miller RJH, et al. Among authors: killekar a. NPJ Digit Med. 2024 Feb 3;7(1):24. doi: 10.1038/s41746-024-01020-z. NPJ Digit Med. 2024. PMID: 38310123 Free PMC article.
15 results