This paper is in the following e-collection/theme issue:

Machine Learning (1501) Diabetes (194) Diabetes (194) Natural Language Processing (24) Diabetes-specific EHR Improvements (33) Electronic Health Records (1068) Personal Health Records, Patient-Accessible Electronic Health Records, Patient Portals (591) Natural Language Processing (24) Diabetes-specific EHR Improvements (33) Electronic Health Records (1068) Personal Health Records, Patient-Accessible Electronic Health Records, Patient Portals (591)

Published on in Vol 11 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46159, first published .
Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis

Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis

Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis

Authors of this article:

Shivani Mehta1 Author Orcid Image ;   Courtney R Lyles1, 2, 3, 4 Author Orcid Image ;   Anna D Rubinsky5 Author Orcid Image ;   Kathryn E Kemper1 Author Orcid Image ;   Judith Auerbach6 Author Orcid Image ;   Urmimala Sarkar2, 3 Author Orcid Image ;   Laura Gottlieb7 Author Orcid Image ;   William Brown III1, 2, 4, 8, 9 Author Orcid Image
Article Authors Cited by (2) Tweetations (4) Metrics

Journals

  1. Gabriel R, Litake O, Simpson S, Burton B, Waterman R, Macias A. On the development and validation of large language model-based classifiers for identifying social determinants of health. Proceedings of the National Academy of Sciences 2024;121(39) View
  2. Roy S, Morrell S, Zhao L, Homayouni R. Large-scale identification of social and behavioral determinants of health from clinical notes: comparison of Latent Semantic Indexing and Generative Pretrained Transformer (GPT) models. BMC Medical Informatics and Decision Making 2024;24(1) View