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PREDICTIVE MODELING OF HOSPITAL READMISSION RATES USING ELECTRONIC MEDICAL RECORD-WIDE MACHINE LEARNING: A CASE-STUDY USING MOUNT SINAI HEART FAILURE COHORT.
Shameer K, Johnson KW, Yahi A, Miotto R, Li LI, Ricks D, Jebakaran J, Kovatch P, Sengupta PP, Gelijns S, Moskovitz A, Darrow B, David DL, Kasarskis A, Tatonetti NP, Pinney S, Dudley JT. Shameer K, et al. Among authors: johnson kw. Pac Symp Biocomput. 2017;22:276-287. doi: 10.1142/9789813207813_0027. Pac Symp Biocomput. 2017. PMID: 27896982 Free PMC article.
Intracoronary Imaging, Cholesterol Efflux, and Transcriptomes After Intensive Statin Treatment: The YELLOW II Study.
Kini AS, Vengrenyuk Y, Shameer K, Maehara A, Purushothaman M, Yoshimura T, Matsumura M, Aquino M, Haider N, Johnson KW, Readhead B, Kidd BA, Feig JE, Krishnan P, Sweeny J, Milind M, Moreno P, Mehran R, Kovacic JC, Baber U, Dudley JT, Narula J, Sharma S. Kini AS, et al. Among authors: johnson kw. J Am Coll Cardiol. 2017 Feb 14;69(6):628-640. doi: 10.1016/j.jacc.2016.10.029. Epub 2016 Oct 29. J Am Coll Cardiol. 2017. PMID: 27989886 Free article.
Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning.
Shameer K, Glicksberg BS, Hodos R, Johnson KW, Badgeley MA, Readhead B, Tomlinson MS, O'Connor T, Miotto R, Kidd BA, Chen R, Ma'ayan A, Dudley JT. Shameer K, et al. Among authors: johnson kw. Brief Bioinform. 2018 Jul 20;19(4):656-678. doi: 10.1093/bib/bbw136. Brief Bioinform. 2018. PMID: 28200013 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.
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.
237 results