Search Results for author: Benjamin C. Warner

Found 3 papers, 3 papers with code

Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs

1 code implementation10 Nov 2023 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 the electronic health record (EHR).

Language Modelling

Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection

1 code implementation19 Aug 2023 Benjamin C. Warner, Ziqi Xu, Simon Haroutounian, Thomas Kannampallil, Chenyang Lu

A relatively unexplored source of information in the feature selection process is the usage of textual names of features, which may be semantically indicative of which features are relevant to a target outcome.

feature selection Semantic Textual Similarity +1

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