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Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records.
Contreras M, Silva B, Shickel B, Bandyopadhyay S, Guan Z, Ren Y, Ozrazgat-Baslanti T, Khezeli K, Bihorac A, Rashidi P. Contreras M, et al. Among authors: khezeli k. IEEE EMBS Int Conf Biomed Health Inform. 2023 Oct;2023:10.1109/bhi58575.2023.10313445. doi: 10.1109/bhi58575.2023.10313445. Epub 2023 Nov 14. IEEE EMBS Int Conf Biomed Health Inform. 2023. PMID: 38585187
Reinforcement Learning for Clinical Applications.
Khezeli K, Siegel S, Shickel B, Ozrazgat-Baslanti T, Bihorac A, Rashidi P. Khezeli K, et al. Clin J Am Soc Nephrol. 2023 Apr 1;18(4):521-523. doi: 10.2215/CJN.0000000000000084. Epub 2023 Feb 8. Clin J Am Soc Nephrol. 2023. PMID: 36750034 Free PMC article. No abstract available.
COVID-19 Mortality Prediction From Deep Learning in a Large Multistate Electronic Health Record and Laboratory Information System Data Set: Algorithm Development and Validation.
Sankaranarayanan S, Balan J, Walsh JR, Wu Y, Minnich S, Piazza A, Osborne C, Oliver GR, Lesko J, Bates KL, Khezeli K, Block DR, DiGuardo M, Kreuter J, O'Horo JC, Kalantari J, Klee EW, Salama ME, Kipp B, Morice WG, Jenkinson G. Sankaranarayanan S, et al. Among authors: khezeli k. J Med Internet Res. 2021 Sep 28;23(9):e30157. doi: 10.2196/30157. J Med Internet Res. 2021. PMID: 34449401 Free PMC article.