Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

BackgroundSocial determinants of health (SDoH) such as housing insecurity are known to be intricately linked to patients' health status. More efficient methods for abstracting structured data on SDoH can help accelerate the inclusion of exposome variables in biomedical research and support heal...

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Main Authors: Alexandra Ralevski (Author), Nadaa Taiyab (Author), Michael Nossal (Author), Lindsay Mico (Author), Samantha Piekos (Author), Jennifer Hadlock (Author)
Format: Book
Published: JMIR Publications, 2024-11-01T00:00:00Z.
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