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Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records.
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
FaIRClocks: Fair and Interpretable Representation of the Clock Drawing Test for mitigating classifier bias against lower educational groups.
Zhang J, Bandyopadhyay S, Kimmet F, Wittmayer J, Khezeli K, Libon DJ, Price CC, Rashidi P.
Zhang J, et al. Among authors: khezeli k.
Res Sq [Preprint]. 2023 Oct 9:rs.3.rs-3398970. doi: 10.21203/rs.3.rs-3398970/v1.
Res Sq. 2023.
PMID: 37886534
Free PMC article.
Preprint.
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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.
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Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks.
Shickel B, Silva B, Ozrazgat-Baslanti T, Ren Y, Khezeli K, Guan Z, Tighe PJ, Bihorac A, Rashidi P.
Shickel B, et al. Among authors: khezeli k.
Front Digit Health. 2022 Nov 9;4:1029191. doi: 10.3389/fdgth.2022.1029191. eCollection 2022.
Front Digit Health. 2022.
PMID: 36440460
Free PMC article.
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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.
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