Extracting social determinants of health from electronic health records using natural language processing: a systematic review

Patra, B. G., Sharma, M. M., Vekaria, V., Adekkanattu, P., Patterson, O. V., Glicksberg, B., Lepow, L. A., Ryu, E., Biernacka, J. M., Furmanchuk, A., George, T. J., Hogan, W., Wu, Y., Yang, X., Bian, J., Weissman, M., Wickramaratne, P., Mann, J. J., Olfson, M., … Pathak, J. (2021). Extracting social determinants of health from electronic health records using natural language processing: a systematic review. Journal of the American Medical Informatics Association, 28(12), 2716–2727. https://doi.org/10.1093/jamia/ocab170
Authors:
Braja G Patra
Mohit M Sharma
Veer Vekaria
Prakash Adekkanattu
Olga V Patterson
Benjamin Glicksberg
Lauren A Lepow
Euijung Ryu
Joanna M Biernacka
Al'ona Furmanchuk
Thomas J George
William Hogan
Yonghui Wu
Xi Yang
Jiang Bian
Myrna Weissman
Priya Wickramaratne
J John Mann
Mark Olfson
Thomas R Campion
Mark Weiner
Jyotishman Pathak
Affiliated Authors:
Myrna Weissman
Priya Wickramaratne
J John Mann
Mark Olfson
Author Keywords:
electronic health records
information extraction
machine learning
natural language processing
population health outcomes
social determinants of health
Publication Type:
Article
Unique ID:
10.1093/jamia/ocab170
PMID:
Publication Date:
Data Source:
PubMed

Record Created: