Search Results for author: Ian M. Finn

Found 3 papers, 0 papers with code

Task formulation for Extracting Social Determinants of Health from Clinical Narratives

no code implementations26 Jan 2023 Manabu Torii, Ian M. Finn, Son Doan, Paul Wang, Elly W. Yang, Daniel S. Zisook

The review of the extraction results from our systems reveals characteristics of each approach and those of the SODH extraction task.

Event Extraction Language Modelling +2

Evaluating robustness of language models for chief complaint extraction from patient-generated text

no code implementations15 Nov 2019 Ilya Valmianski, Caleb Goodwin, Ian M. Finn, Naqi Khan, Daniel S. Zisook

In this work, we evaluate several approaches to chief complaint classification using a novel Chief Complaint (CC) Dataset that contains ~200, 000 patient-generated reasons-for-visit entries mapped to a set of 795 discrete chief complaints.

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