3 papers
cs.LG2022
Phenotype Detection in Real World Data via Online MixEHR Algorithm
Ying Xu, Romane Gauriau, Anna Decker +1
Understanding patterns of diagnoses, medications, procedures, and laboratory tests from electronic health records (EHRs) and health insurer claims is important for understanding di…
cs.CL2022
Semantic Decomposition Improves Learning of Large Language Models on EHR Data
David A. Bloore, Romane Gauriau, Anna L. Decker +1
Electronic health records (EHR) are widely believed to hold a profusion of actionable insights, encrypted in an irregular, semi-structured format, amidst a loud noise background. T…
stat.ML2021
Identification of Latent Variables From Graphical Model Residuals
Boris Hayete, Fred Gruber, Anna Decker +1
Graph-based causal discovery methods aim to capture conditional independencies consistent with the observed data and differentiate causal relationships from indirect or induced one…