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

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
  3. Gregory M, Kasthurirathne S, Magoc T, McNamee C, Harle C, Vest J. Development and validation of computable social phenotypes for health-related social needs. JAMIA Open 2024;8(1) View
  4. Kim M, Miramontes S, Mehta S, Schwartz G, Kim Y, Yang Y, Hill‐Jarrett T, Cevallos N, Chen R, Glymour M, Ferguson E, Zimmerman S, Choi M, Sims K. Extracting Housing and Food Insecurity Information From Clinical Notes Using cTAKES. Health Services Research 2025 View
  5. Dankovchik J, Gold R, Ochoa A, Donovan J, Gunn R, Morrissey S, Huebner Torres C, Mossman N, Berkowitz S. Identification of Social Risk‐Related Referrals in Discrete Primary Care Electronic Health Record Data: Lessons Learned From a Novel Methodology. Health Services Research 2025 View