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APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model.
Contreras M, Silva B, Shickel B, Davidson A, Ozrazgat-Baslanti T, Ren Y, Guan Z, Balch J, Zhang J, Bandyopadhyay S, Loftus T, Khezeli K, Nerella S, Bihorac A, Rashidi P. Contreras M, et al. Among authors: khezeli k. Res Sq [Preprint]. 2024 Aug 6:rs.3.rs-4790824. doi: 10.21203/rs.3.rs-4790824/v1. Res Sq. 2024. PMID: 39149454 Free PMC article. Preprint.
Transformers and large language models in healthcare: A review.
Nerella S, Bandyopadhyay S, Zhang J, Contreras M, Siegel S, Bumin A, Silva B, Sena J, Shickel B, Bihorac A, Khezeli K, Rashidi P. Nerella S, et al. Among authors: khezeli k. Artif Intell Med. 2024 Aug;154:102900. doi: 10.1016/j.artmed.2024.102900. Epub 2024 Jun 5. Artif Intell Med. 2024. PMID: 38878555 Free PMC article. Review.
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 Free PMC article.
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. Update in: Sci Rep. 2024 Jul 29;14(1):17444. doi: 10.1038/s41598-024-68481-w PMID: 37886534 Free PMC article. Updated. Preprint.
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.