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An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes.

, , , , , , , and . J. Biomed. Informatics, (2018)

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Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score., , , , and . CoRR, (2020)An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes., , , , , , , and . J. Biomed. Informatics, (2018)Discovering Patient Phenotypes Using Generalized Low Rank Models., , , , , , and . PSB, page 144-155. (2016)Operationally-Informed Hospital-Wide Discharge Prediction Using Machine Learning., , , , , and . HealthCom, page 1-6. IEEE, (2020)Multivariate Probabilistic Regression with Natural Gradient Boosting., , , and . CoRR, (2021)A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsis., , , , , , and . CRI, AMIA, (2017)Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design., , , , , and . AMIA, AMIA, (2021)Impact of Clinician Experience on Machine Learned Clinical Order Patterns., , , and . AMIA, AMIA, (2017)NGBoost: Natural Gradient Boosting for Probabilistic Prediction., , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 2690-2700. PMLR, (2020)