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Unsupervised learning to characterize patients with known coronary artery disease undergoing myocardial perfusion imaging.
Williams MC, Bednarski BP, Pieszko K, Miller RJH, Kwiecinski J, Shanbhag A, Liang JX, Huang C, Sharir T, Dorbala S, Di Carli MF, Einstein AJ, Sinusas AJ, Miller EJ, Bateman TM, Fish MB, Ruddy TD, Acampa W, Hauser MT, Kaufmann PA, Dey D, Berman DS, Slomka PJ. Williams MC, et al. Among authors: shanbhag a. Eur J Nucl Med Mol Imaging. 2023 Jul;50(9):2656-2668. doi: 10.1007/s00259-023-06218-z. Epub 2023 Apr 17. Eur J Nucl Med Mol Imaging. 2023. PMID: 37067586 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: shanbhag 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.
Integration of coronary artery calcium scoring from CT attenuation scans by machine learning improves prediction of adverse cardiovascular events in patients undergoing SPECT/CT myocardial perfusion imaging.
Feher A, Pieszko K, Miller R, Lemley M, Shanbhag A, Huang C, Miras L, Liu YH, Sinusas AJ, Miller EJ, Slomka PJ. Feher A, et al. Among authors: shanbhag a. J Nucl Cardiol. 2023 Apr;30(2):590-603. doi: 10.1007/s12350-022-03099-x. Epub 2022 Oct 4. J Nucl Cardiol. 2023. PMID: 36195826
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: shanbhag 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.
Deep Learning of Coronary Calcium Scores From PET/CT Attenuation Maps Accurately Predicts Adverse Cardiovascular Events.
Pieszko K, Shanbhag A, Killekar A, Miller RJH, Lemley M, Otaki Y, Singh A, Kwiecinski J, Gransar H, Van Kriekinge SD, Kavanagh PB, Miller EJ, Bateman T, Liang JX, Berman DS, Dey D, Slomka PJ. Pieszko K, et al. Among authors: shanbhag a. JACC Cardiovasc Imaging. 2023 May;16(5):675-687. doi: 10.1016/j.jcmg.2022.06.006. Epub 2022 Sep 14. JACC Cardiovasc Imaging. 2023. PMID: 36284402 Free article.
Correction to: Integration of coronary artery calcium scoring from CT attenuation scans by machine learning improves prediction of adverse cardiovascular events in patients undergoing SPECT/CT myocardial perfusion imaging.
Feher A, Pieszko K, Miller R, Lemley M, Shanbhag A, Huang C, Miras L, Liu YH, Sinusas AJ, Miller EJ, Slomka PJ. Feher A, et al. Among authors: shanbhag a. J Nucl Cardiol. 2023 Apr;30(2):860-863. doi: 10.1007/s12350-022-03196-x. J Nucl Cardiol. 2023. PMID: 36598750 No abstract available.
Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging.
Pieszko K, Shanbhag AD, Singh A, Hauser MT, Miller RJH, Liang JX, Motwani M, Kwieciński J, Sharir T, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Berman DS, Dey D, Slomka PJ. Pieszko K, et al. Among authors: shanbhag ad. NPJ Digit Med. 2023 May 1;6(1):78. doi: 10.1038/s41746-023-00806-x. NPJ Digit Med. 2023. PMID: 37127660 Free PMC article.
123 results