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Use of Machine Learning Models to Predict Death After Acute Myocardial Infarction.
Khera R, Haimovich J, Hurley NC, McNamara R, Spertus JA, Desai N, Rumsfeld JS, Masoudi FA, Huang C, Normand SL, Mortazavi BJ, Krumholz HM. Khera R, et al. Among authors: haimovich j. JAMA Cardiol. 2021 Jun 1;6(6):633-641. doi: 10.1001/jamacardio.2021.0122. JAMA Cardiol. 2021. PMID: 33688915 Free PMC article.
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study.
Huang C, Murugiah K, Mahajan S, Li SX, Dhruva SS, Haimovich JS, Wang Y, Schulz WL, Testani JM, Wilson FP, Mena CI, Masoudi FA, Rumsfeld JS, Spertus JA, Mortazavi BJ, Krumholz HM. Huang C, et al. Among authors: haimovich js. PLoS Med. 2018 Nov 27;15(11):e1002703. doi: 10.1371/journal.pmed.1002703. eCollection 2018 Nov. PLoS Med. 2018. PMID: 30481186 Free PMC article.
Accelerometer-derived physical activity and risk of atrial fibrillation.
Khurshid S, Weng LC, Al-Alusi MA, Halford JL, Haimovich JS, Benjamin EJ, Trinquart L, Ellinor PT, McManus DD, Lubitz SA. Khurshid S, et al. Among authors: haimovich js. Eur Heart J. 2021 Jul 1;42(25):2472-2483. doi: 10.1093/eurheartj/ehab250. Eur Heart J. 2021. PMID: 34037209 Free PMC article.
Cohort design and natural language processing to reduce bias in electronic health records research.
Khurshid S, Reeder C, Harrington LX, Singh P, Sarma G, Friedman SF, Di Achille P, Diamant N, Cunningham JW, Turner AC, Lau ES, Haimovich JS, Al-Alusi MA, Wang X, Klarqvist MDR, Ashburner JM, Diedrich C, Ghadessi M, Mielke J, Eilken HM, McElhinney A, Derix A, Atlas SJ, Ellinor PT, Philippakis AA, Anderson CD, Ho JE, Batra P, Lubitz SA. Khurshid S, et al. Among authors: haimovich js. NPJ Digit Med. 2022 Apr 8;5(1):47. doi: 10.1038/s41746-022-00590-0. NPJ Digit Med. 2022. PMID: 35396454 Free PMC article.