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Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices.

, , , , and . AMIA, AMIA, (2018)

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Instance-Specific Bayesian Network Structure Learning., , and . PGM, volume 72 of Proceedings of Machine Learning Research, page 169-180. PMLR, (2018)Predicting with Variables Constructed from Temporal Sequences., , and . AISTATS, Society for Artificial Intelligence and Statistics, (2001)The Computational Complexity of Probabilistic Inference Using Bayesian Belief Networks.. Artif. Intell., 42 (2-3): 393-405 (1990)A Novel Personalized Random Forest Algorithm for Clinical Outcome Prediction., , and . MedInfo, volume 290 of Studies in Health Technology and Informatics, page 248-252. IOS Press, (2021)An Empirical Investigation of Instance-Specific Causal Bayesian Network Learning., , and . BIBM, page 2582-2585. IEEE, (2019)Model Averaging with Bayesian Network Classifiers., and . AISTATS, Society for Artificial Intelligence and Statistics, (2003)A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships.. Data Min. Knowl. Discov., 1 (2): 203-224 (1997)A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries., , , , and . J. Biomed. Informatics, 34 (5): 301-310 (2001)A Theoretical Study of Y Structures for Causal Discovery., , and . UAI, AUAI Press, (2006)Learning Treatment Effects from Observational and Experimental Data., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7126-7146. PMLR, (2023)