15 citations · 15 across the 3 of their papers we have counts for
3 papers
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…
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…
Identifying Patterns of Associated-Conditions through Topic Models of Electronic Medical Records
Moumita Bhattacharya, Claudine Jurkovitz, Hagit Shatkay
Multiple adverse health conditions co-occurring in a patient are typically associated with poor prognosis and increased office or hospital visits. Developing methods to identify pa…