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The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data.

, , , , , and . PSB, page 18-29. (2019)

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Learning Effective Representations from Clinical Notes., , , and . CoRR, (2017)Countdown Regression: Sharp and Calibrated Survival Predictions., , , , and . CoRR, (2018)Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data., , , , , and . CoRR, (2020)Implications of non-stationarity on predictive modeling using EHRs., and . J. Biomed. Informatics, (2015)Learning Effective Treatment Pathways for Type-2 Diabetes from a clinical data warehouse., , and . AMIA, AMIA, (2016)Countdown Regression: Sharp and Calibrated Survival Predictions., , , , , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 145-155. AUAI Press, (2019)A framework for making predictive models useful in practice., , , , , , , , , and 3 other author(s). J. Am. Medical Informatics Assoc., 28 (6): 1149-1158 (2021)Finding missed cases of familial hypercholesterolemia in health systems using machine learning., , , , , , , , , and 8 other author(s). npj Digit. Medicine, (2019)Predicting need for advanced illness or palliative care in a primary care population using electronic health record data., , , , and . J. Biomed. Informatics, (2019)A method for systematic discovery of adverse drug events from clinical notes., , , and . J. Am. Medical Informatics Assoc., 22 (6): 1196-1204 (2015)