Development and Evaluation of Large Language Model-Assisted Semi-Automated Data Harmonization Pipeline for the Multiple Chronic Disease Disparities Research Consortium: A Proof-of-Concept Study (Preprint)
- DOI
- 10.2196/93996
- Published
- 2026-03-09
- Container
- JMIR AI
- Publisher
- JMIR Publications Inc.
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.2196/93996,
title = {Development and Evaluation of Large Language Model-Assisted Semi-Automated Data Harmonization Pipeline for the Multiple Chronic Disease Disparities Research Consortium: A Proof-of-Concept Study (Preprint)},
author = {Hyelee Kim and Shuang Liang and Kathy Lanier and Sarit Helman and Nancy Fan Cheng and Niloufar Ameli and Jaysón Davidson and Shivani Mehta and Yulin Hswen and Catherine E. Oldenburg and Kim Rhoads and Edwin D. Charlebois and Stuart A. Gansky and William Brown III},
year = {2026},
journal = {JMIR AI},
doi = {10.2196/93996},
url = {https://doi.org/10.2196/93996}
}RIS
TY - JOUR TI - Development and Evaluation of Large Language Model-Assisted Semi-Automated Data Harmonization Pipeline for the Multiple Chronic Disease Disparities Research Consortium: A Proof-of-Concept Study (Preprint) AU - Hyelee Kim AU - Shuang Liang AU - Kathy Lanier AU - Sarit Helman AU - Nancy Fan Cheng AU - Niloufar Ameli AU - Jaysón Davidson AU - Shivani Mehta AU - Yulin Hswen AU - Catherine E. Oldenburg AU - Kim Rhoads AU - Edwin D. Charlebois AU - Stuart A. Gansky AU - William Brown III PY - 2026 JO - JMIR AI DO - 10.2196/93996 UR - https://doi.org/10.2196/93996 ER -
APA
Kim, H., Liang, S., Lanier, K., Helman, S., Cheng, N. F., Ameli, N., Davidson, J., Mehta, S., Hswen, Y., Oldenburg, C. E., Rhoads, K., Charlebois, E. D., Gansky, S. A., & III, W. B. (2026). Development and Evaluation of Large Language Model-Assisted Semi-Automated Data Harmonization Pipeline for the Multiple Chronic Disease Disparities Research Consortium: A Proof-of-Concept Study (Preprint). JMIR AI. https://doi.org/10.2196/93996
Source records
- crossref · retrieved 2026-09-25T05:43:27.038Z