Identifying patterns of associated-conditions through topic models of Electronic Medical Records. - Moumita Bhattacharya; Claudine Jurkovitz; Hagit Shatkay (BIBM, 2016)

Assessing chronic kidney disease from office visit records using hierarchical meta-classification of an imbalanced dataset. - Moumita Bhattacharya; Claudine Jurkovitz; Hagit Shatkay (BIBM, 2017)

Co-occurrence of Medical Conditions: Exposing Patterns Through Probabilistic Topic Modeling. - Moumita Bhattacharya; Claudine Jurkovitz; Hagit Shatkay (BCB, 2018)

Co-occurrence of medical conditions: Exposing patterns through probabilistic topic modeling of snomed codes. - Moumita Bhattacharya; Claudine Jurkovitz; Hagit Shatkay (J. Biomed. Informatics, 2018)

Chronic Kidney Disease stratification using office visit records: Handling data imbalance via hierarchical meta-classification. - Moumita Bhattacharya; Claudine Jurkovitz; Hagit Shatkay (BMC Medical Informatics Decis. Mak., 2018)

An Interoperable Machine Learning Pipeline for Pediatric Obesity Risk Estimation. - Hamed Fayyaz; Mehak Gupta; Alejandra Perez Ramirez; Claudine Jurkovitz; H. Timothy Bunnell; Thao-Ly T. Phan; Rahmatollah Beheshti (ML4H@NeurIPS, 2024)