17 citations · 17 across the 3 of their papers we have counts for
3 papers
Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs
Benjamin C. Warner, Thomas Kannampallil, Seunghwan Kim
EHR audit logs are a highly granular stream of events that capture clinician activities, and is a significant area of interest for research in characterizing clinician workflow on…
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection
Benjamin C. Warner, Ziqi Xu, Simon Haroutounian +2
Survey data can contain a high number of features while having a comparatively low quantity of examples. Machine learning models that attempt to predict outcomes from survey data u…
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records
Hanyang Liu, Sunny S. Lou, Benjamin C. Warner +3
Burnout is a significant public health concern affecting nearly half of the healthcare workforce. This paper presents the first end-to-end deep learning framework for predicting ph…