15 citations
3 papers
cs.LG2021★ 15 cited
Co-occurrence of medical conditions: Exposing patterns through probabilistic topic modeling of SNOMED codes
Moumita Bhattacharya, Claudine Jurkovitz, Hagit Shatkay
Patients associated with multiple co-occurring health conditions often face aggravated complications and less favorable outcomes. Co-occurring conditions are especially prevalent a…
q-bio.QM2017
Assessing Chronic Kidney Disease from Office Visit Records Using Hierarchical Meta-Classification of an Imbalanced Dataset
M. Bhattacharya, C. Jurkovitz, H. Shatkay
Chronic Kidney Disease (CKD) is an increasingly prevalent condition affecting 13% of the US population. The disease is often a silent condition, making its diagnosis challenging. I…
stat.AP2017★ 5 cited
Identifying Growth-Patterns in Children by Applying Cluster analysis to Electronic Medical Records
Moumita Bhattacharya, Deborah Ehrenthal, Hagit Shatkay
Obesity is one of the leading health concerns in the United States. Researchers and health care providers are interested in understanding factors affecting obesity and detecting th…