no code implementations • 26 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.
no code implementations • 19 Oct 2020 • Ilya Valmianski, Nave Frost, Navdeep Sood, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Ian M. Finn, Daniel S. Zisook
Symptom checkers have emerged as an important tool for collecting symptoms and diagnosing patients, minimizing the involvement of clinical personnel.
no code implementations • 15 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.