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Digital Health Reviews (3561) Natural Language Processing (1249) Development and Evaluation of Research Methods, Instruments and Tools (1284) Registered Report (1512)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/83793, first published .
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Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review

Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review

Authors of this article:

Swati Rajwal1 Author Orcid Image ;   Avinash Kumar Pandey2 Author Orcid Image ;   Ziyuan Zhang3 Author Orcid Image ;   Yankai Chen4 Author Orcid Image ;   Michael X Liu4 Author Orcid Image ;   Sudeshna Das1 Author Orcid Image ;   Hannah Rogers5 Author Orcid Image ;   Abeed Sarker1 Author Orcid Image ;   Yunyu Xiao4 Author Orcid Image
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Journals

  1. Salazar D, Dipankar P, Smolyak D, Nguyen Q. Scalable extraction of social determinants of health from clinical notes in a sepsis cohort using instruction-tuned language models. JAMIA Open 2026;9(4) View