Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias

Z Yu, C Peng, X Yang, C Dang, P Adekkanattu… - Journal of biomedical …, 2024 - Elsevier
Objective To develop a natural language processing (NLP) package to extract social
determinants of health (SDoH) from clinical narratives, examine the bias among race and …

[HTML][HTML] Barriers and Facilitators of Obtaining Social Determinants of Health of Patients With Cancer Through the Electronic Health Record Using Natural Language …

J Alpert, HJ Kim, C McDonnell, Y Guo… - JMIR formative …, 2022 - formative.jmir.org
Background: Social determinants of health (SDoH), such as geographic neighborhoods,
access to health care, education, and social structure, are important factors affecting …

Soda: A natural language processing package to extract social determinants of health for cancer studies

Z Yu, X Yang, C Dang, P Adekkanattu, BG Patra… - arXiv preprint arXiv …, 2022 - arxiv.org
Objective: We aim to develop an open-source natural language processing (NLP) package,
SODA (ie, SOcial DeterminAnts), with pre-trained transformer models to extract social …