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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: pieszko k. 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.
Assessing Performance of Machine Learning.
Pieszko K, Slomka PJ. Pieszko K, et al. JAMA Cardiol. 2021 Dec 1;6(12):1465. doi: 10.1001/jamacardio.2021.3712. JAMA Cardiol. 2021. PMID: 34586335 No abstract available.
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: pieszko k. 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-Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT.
Shanbhag AD, Miller RJH, Pieszko K, Lemley M, Kavanagh P, Feher A, Miller EJ, Sinusas AJ, Kaufmann PA, Han D, Huang C, Liang JX, Berman DS, Dey D, Slomka PJ. Shanbhag AD, et al. Among authors: pieszko k. J Nucl Med. 2023 Mar;64(3):472-478. doi: 10.2967/jnumed.122.264429. Epub 2022 Sep 22. J Nucl Med. 2023. PMID: 36137759 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: pieszko k. 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: pieszko k. 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. 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.
Machine learning for prediction of all-cause mortality after transcatheter aortic valve implantation.
Kwiecinski J, Dabrowski M, Nombela-Franco L, Grodecki K, Pieszko K, Chmielak Z, Pylko A, Hennessey B, Kalinczuk L, Tirado-Conte G, Rymuza B, Kochman J, Opolski MP, Huczek Z, Dweck MR, Dey D, Jimenez-Quevedo P, Slomka P, Witkowski A. Kwiecinski J, et al. Among authors: pieszko k. Eur Heart J Qual Care Clin Outcomes. 2023 Dec 22;9(8):768-777. doi: 10.1093/ehjqcco/qcad002. Eur Heart J Qual Care Clin Outcomes. 2023. PMID: 36637410 Free PMC article.
39 results