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Standing on FURM ground - A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems., , , , , , , , , и 14 other автор(ы). CoRR, (2024)MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records., , , , , , , , , и 20 other автор(ы). AAAI, стр. 22021-22030. AAAI Press, (2024)MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records., , , , , , , , , и 20 other автор(ы). CoRR, (2023)Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks., , , , , , , , , и 1 other автор(ы). J. Am. Medical Informatics Assoc., 30 (12): 2004-2011 (ноября 2023)A Natural Language Processing Model to Identify Confidential Content in Adolescent Clinical Notes., , , , , , , и . Appl. Clin. Inform., 14 (3): 400-407 (мая 2023)A survey of extant organizational and computational setups for deploying predictive models in health systems., , , и . J. Am. Medical Informatics Assoc., 28 (11): 2445-2450 (2021)A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records., , , , , , , , и . CoRR, (2023)Learning competing risks across multiple hospitals: one-shot distributed algorithms., , , , , , , , , и 6 other автор(ы). J. Am. Medical Informatics Assoc., 31 (5): 1102-1112 (2024)Instability in clinical risk stratification models using deep learning., , , , , , , , , и 2 other автор(ы). ML4H@NeurIPS, том 193 из Proceedings of Machine Learning Research, стр. 552-565. PMLR, (2022)Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare., , , , , , , , , и 1 other автор(ы). BMC Medical Informatics Decis. Mak., 24 (1): 51 (декабря 2024)