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cs.CL2023
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…
cs.CL2023
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…