Work

Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing

Year: 2022

Type: article

Source: Journal of Biomedical Informatics

DOI: 10.1016/j.jbi.2021.103984

Authors: Sifei Han, Robert F. Zhang, Lingyun Shi, Russell Richie, Haixia Liu, Andrew Tseng, Wei Quan, Neal Ryan, David Brent, Fuchiang R. Tsui

Institutions: Children's Hospital of Philadelphia, University of Pennsylvania, Central South University, Touro University Nevada, New York University Abu Dhabi, University of Pittsburgh

Language: English

Topic: Machine Learning in Healthcare

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDGs: Good health and well-being, Reduced inequalities

Open Access status: bronze

Funder: Children's Hospital of Philadelphia

OpenAlex ID: W4206221224

FWCI: 8.502

Cites: 40

Cited by: 133

Related to: 10