6 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.CL2023★ 6 cited
Task formulation for Extracting Social Determinants of Health from Clinical Narratives
Manabu Torii, Ian M. Finn, Son Doan +3
Objective: The 2022 n2c2 NLP Challenge posed identification of social determinants of health (SDOH) in clinical narratives. We present three systems that we developed for the Chall…
cs.CL2020★ 2 cited
SmartTriage: A system for personalized patient data capture, documentation generation, and decision support
Ilya Valmianski, Nave Frost, Navdeep Sood +6
Symptom checkers have emerged as an important tool for collecting symptoms and diagnosing patients, minimizing the involvement of clinical personnel. We developed a machine-learnin…
cs.CL2019★ 4 cited
Evaluating robustness of language models for chief complaint extraction from patient-generated text
Ilya Valmianski, Caleb Goodwin, Ian M. Finn +2
Automated classification of chief complaints from patient-generated text is a critical first step in developing scalable platforms to triage patients without human intervention. In…