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Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council.
Sengupta PP, Shrestha S, Berthon B, Messas E, Donal E, Tison GH, Min JK, D'hooge J, Voigt JU, Dudley J, Verjans JW, Shameer K, Johnson K, Lovstakken L, Tabassian M, Piccirilli M, Pernot M, Yanamala N, Duchateau N, Kagiyama N, Bernard O, Slomka P, Deo R, Arnaout R. Sengupta PP, et al. JACC Cardiovasc Imaging. 2020 Sep;13(9):2017-2035. doi: 10.1016/j.jcmg.2020.07.015. JACC Cardiovasc Imaging. 2020. PMID: 32912474 Free PMC article. Review.
Enabling Precision Cardiology Through Multiscale Biology and Systems Medicine.
Johnson KW, Shameer K, Glicksberg BS, Readhead B, Sengupta PP, Björkegren JLM, Kovacic JC, Dudley JT. Johnson KW, et al. JACC Basic Transl Sci. 2017 Jun 26;2(3):311-327. doi: 10.1016/j.jacbts.2016.11.010. eCollection 2017 Jun. JACC Basic Transl Sci. 2017. PMID: 30062151 Free PMC article. Review.
Using Deep-Learning Algorithms to Simultaneously Identify Right and Left Ventricular Dysfunction From the Electrocardiogram.
Vaid A, Johnson KW, Badgeley MA, Somani SS, Bicak M, Landi I, Russak A, Zhao S, Levin MA, Freeman RS, Charney AW, Kukar A, Kim B, Danilov T, Lerakis S, Argulian E, Narula J, Nadkarni GN, Glicksberg BS. Vaid A, et al. Among authors: johnson kw. JACC Cardiovasc Imaging. 2022 Mar;15(3):395-410. doi: 10.1016/j.jcmg.2021.08.004. Epub 2021 Oct 13. JACC Cardiovasc Imaging. 2022. PMID: 34656465 Free PMC article.
Predictors of In-Hospital Mortality after Transcatheter Aortic Valve Implantation.
Krittanawong C, Kumar A, Wang Z, Johnson KW, Rastogi U, Narasimhan B, Kaplin S, Virk HUH, Baber U, Tang W, Lansky AJ, Stone GW. Krittanawong C, et al. Among authors: johnson kw. Am J Cardiol. 2020 Jan 15;125(2):251-257. doi: 10.1016/j.amjcard.2019.10.014. Epub 2019 Nov 5. Am J Cardiol. 2020. PMID: 31759517
Artificial Intelligence in Cardiology.
Johnson KW, Torres Soto J, Glicksberg BS, Shameer K, Miotto R, Ali M, Ashley E, Dudley JT. Johnson KW, et al. J Am Coll Cardiol. 2018 Jun 12;71(23):2668-2679. doi: 10.1016/j.jacc.2018.03.521. J Am Coll Cardiol. 2018. PMID: 29880128 Free article. Review.
Machine Learning in Cardiology-Ensuring Clinical Impact Lives Up to the Hype.
Russak AJ, Chaudhry F, De Freitas JK, Baron G, Chaudhry FF, Bienstock S, Paranjpe I, Vaid A, Ali M, Zhao S, Somani S, Richter F, Bawa T, Levy PD, Miotto R, Nadkarni GN, Johnson KW, Glicksberg BS. Russak AJ, et al. Among authors: johnson kw. J Cardiovasc Pharmacol Ther. 2020 Sep;25(5):379-390. doi: 10.1177/1074248420928651. Epub 2020 Jun 4. J Cardiovasc Pharmacol Ther. 2020. PMID: 32495652 Review.
Deep learning for cardiovascular medicine: a practical primer.
Krittanawong C, Johnson KW, Rosenson RS, Wang Z, Aydar M, Baber U, Min JK, Tang WHW, Halperin JL, Narayan SM. Krittanawong C, et al. Among authors: johnson kw. Eur Heart J. 2019 Jul 1;40(25):2058-2073. doi: 10.1093/eurheartj/ehz056. Eur Heart J. 2019. PMID: 30815669 Free PMC article. Review.
235 results