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Feasibility of Converting the Medicare Synthetic Public Use Data Into a Standardized Data Model for Clinical Research Informatics.

, , , , , , , , , , and . AMIA, AMIA, (2015)

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Phenotype inference with Semi-Supervised Mixed Membership Models., and . CoRR, (2018)Development of a Machine Learning Model for Prediction of Successful Extubation and User-Friendly Implementation for Real-World Use., , and . AMIA, AMIA, (2018)Noisy-Or Risk Allocation Model for Causal Inference., and . AMIA, AMIA, (2018)Diagnosis code assignment: models and evaluation metrics., , , , , and . JAMIA, 21 (2): 231-237 (2014)Mixed Membership Classification for Documents with Hierarchically Structured Labels., and . Handbook of Mixed Membership Models and Their Applications, Chapman and Hall/CRC, (2014)Hierarchically Supervised Latent Dirichlet Allocation., , , and . NIPS, page 2609-2617. (2011)Learning probabilistic phenotypes from heterogeneous EHR data., , , , , and . Journal of Biomedical Informatics, (2015)Temporal Properties of Diagnosis Code Time Series in Aggregate., and . IEEE J. Biomedical and Health Informatics, 17 (2): 477-483 (2013)A Bayesian Analysis of Dynamics in Free Recall., , , , , and . NIPS, page 1714-1722. Curran Associates, Inc., (2009)The Survival Filter: Joint Survival Analysis with a Latent Time Series., , , and . UAI, page 742-751. AUAI Press, (2015)