5 citations · 6 across the 2 of their papers we have counts for
3 papers
Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors
Shenghuan Sun, Travis Zack, Madhumita Sushil +1
Most research studying social determinants of health (SDoH) has focused on physician notes or structured elements of the electronic medical record (EMR). We hypothesize that clinic…
Developing a general-purpose clinical language inference model from a large corpus of clinical notes
Madhumita Sushil, Dana Ludwig, Atul J. Butte +1
Several biomedical language models have already been developed for clinical language inference. However, these models typically utilize general vocabularies and are trained on rela…
Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in Chronic Ambulatory Care
Beau Norgeot, Dmytro Lituiev, Benjamin S. Glicksberg +1
Clinical data for ambulatory care, which accounts for 90% of the nations healthcare spending, is characterized by relatively small sample sizes of longitudinal data, unequal spacin…