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Machine Learning Applications in the Neuro ICU: A Solution to Big Data Mayhem?
Chaudhry F, Hunt RJ, Hariharan P, Anand SK, Sanjay S, Kjoller EE, Bartlett CM, Johnson KW, Levy PD, Noushmehr H, Lee IY. Chaudhry F, et al. Among authors: johnson kw. Front Neurol. 2020 Oct 9;11:554633. doi: 10.3389/fneur.2020.554633. eCollection 2020. Front Neurol. 2020. PMID: 33162926 Free PMC 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.
Molecular Imaging of Apoptosis in Atherosclerosis by Targeting Cell Membrane Phospholipid Asymmetry.
Chaudhry F, Kawai H, Johnson KW, Narula N, Shekhar A, Chaudhry F, Nakahara T, Tanimoto T, Kim D, Adapoe MKMY, Blankenberg FG, Mattis JA, Pak KY, Levy PD, Ozaki Y, Arbustini E, Strauss HW, Petrov A, Fuster V, Narula J. Chaudhry F, et al. Among authors: johnson kw. J Am Coll Cardiol. 2020 Oct 20;76(16):1862-1874. doi: 10.1016/j.jacc.2020.08.047. J Am Coll Cardiol. 2020. PMID: 33059832 Free PMC article.
Molecular Imaging of Cardiac Allograft Rejection: Targeting Apoptosis With Radiolabeled Duramycin.
Chaudhry F, Adapoe MKMY, Johnson KW, Narula N, Shekhar A, Kawai H, Horwitz JK, Liu J, Li Y, Pak KY, Mattis J, Moreira AL, Levy PD, Strauss HW, Petrov A, Heeger PS, Narula J. Chaudhry F, et al. Among authors: johnson kw. JACC Cardiovasc Imaging. 2020 Jun;13(6):1438-1441. doi: 10.1016/j.jcmg.2020.01.010. Epub 2020 Mar 18. JACC Cardiovasc Imaging. 2020. PMID: 32199845 Free article. No abstract available.
Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach.
Vaid A, Jaladanki SK, Xu J, Teng S, Kumar A, Lee S, Somani S, Paranjpe I, De Freitas JK, Wanyan T, Johnson KW, Bicak M, Klang E, Kwon YJ, Costa A, Zhao S, Miotto R, Charney AW, Böttinger E, Fayad ZA, Nadkarni GN, Wang F, Glicksberg BS. Vaid A, et al. Among authors: johnson kw. JMIR Med Inform. 2021 Jan 27;9(1):e24207. doi: 10.2196/24207. JMIR Med Inform. 2021. PMID: 33400679 Free PMC article.
Machine learning in cardiovascular medicine: are we there yet?
Shameer K, Johnson KW, Glicksberg BS, Dudley JT, Sengupta PP. Shameer K, et al. Among authors: johnson kw. Heart. 2018 Jul;104(14):1156-1164. doi: 10.1136/heartjnl-2017-311198. Epub 2018 Jan 19. Heart. 2018. PMID: 29352006 Review.
Machine learning prediction in cardiovascular diseases: a meta-analysis.
Krittanawong C, Virk HUH, Bangalore S, Wang Z, Johnson KW, Pinotti R, Zhang H, Kaplin S, Narasimhan B, Kitai T, Baber U, Halperin JL, Tang WHW. Krittanawong C, et al. Among authors: johnson kw. Sci Rep. 2020 Sep 29;10(1):16057. doi: 10.1038/s41598-020-72685-1. Sci Rep. 2020. PMID: 32994452 Free PMC article.
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