Structured Insight from Unstructured Data: Large Language Models for SDOH-Driven Diabetes Risk Prediction.

Bryant Lin

Sasha Ronaghi Prerit Choudhary David H. Rehkopf Bryant Lin Structured Insight from Unstructured Data: Large Language Models for SDOH-Driven Diabetes Risk Prediction. 2026 January abs/2601.13388 CoRR https://doi.org/10.48550/arXiv.2601.13388 db/journals/corr/corr2601.html#abs-2601-13388 streams/journals/corr

Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad Alexander Thieme Ram Sriram Zhongqi Yang Yanshan Wang Bryant Lin Olivier Gevaert Li-Jia Li 0001 Ramesh C. Jain Amir M. Rahmani Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI. 2024 7 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-024-01074-z db/journals/npjdm/npjdm7.html#AbbasianKAOATSYWLGLJR24

Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad Alexander Thieme Zhongqi Yang Yanshan Wang Bryant Lin Olivier Gevaert Li-Jia Li 0001 Ramesh C. Jain Amir M. Rahmani Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI. 2023 abs/2309.12444 CoRR https://doi.org/10.48550/arXiv.2309.12444 db/journals/corr/corr2309.html#abs-2309-12444

Zahra Shakeri Hossein Abad Mahyar Abbasian Iman Azimi Prerit Choudhary Olivier Gevaert Ramesh C. Jain Elahe Khatibi Li-Jia Li 0001 David Oniani Amir-Mohammad RahmaniAmir M. Rahmani David H. Rehkopf Sasha Ronaghi Ram Sriram Alexander Thieme Yanshan Wang Zhongqi Yang