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Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection., , и . CoRR, (2022)Developing machine learning models to personalize care levels among emergency room patients for hospital admission., , , , , , , , и . J. Am. Medical Informatics Assoc., 28 (11): 2423-2432 (2021)Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage., , , , , , , , и . AMIA, AMIA, (2021)Randomized user testing of recommender system clinical decision support., , , , , , , , , и . AMIA, AMIA, (2021)Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design., , , , , и . AMIA, AMIA, (2021)Instrumental variable methods for causal inference., , и . Statistics in medicine, 33 (13): 2297-340 (июня 2014)Variables instrumentals.How to Avoid Incorrect Clinical Machine Learning Model Performance Estimates When Class Labels Are Only Partially Observed., , и . AMIA, AMIA, (2022)Machine learning for initial insulin estimation in hospitalized patients., , , , и . J. Am. Medical Informatics Assoc., 28 (10): 2212-2219 (2021)An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes., , , , , , , и . J. Biomed. Informatics, (2018)OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases., , , , , , , , , и 3 other автор(ы). J. Am. Medical Informatics Assoc., 27 (12): 1850-1859 (2020)