Article

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data

2025-07-14

Abstract excerpt

<h4>ABSTRACT</h4> Eviction is a significant yet understudied social determinants of health (SDoH), linked to housing instability, unemployment, and mental health. While eviction appears in unstructured electronic health records (EHRs), it is rarely coded in structured fields, limiting downstream applications. We introduce SynthEHR-Eviction , a scalable pipeline combining LLMs, human-in-the-loop annotation, and au...

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Literature Corpus work: 5d615e86-be33-5120-949b-1d8e03dfcde9
DOI: 10.1101/2025.07.10.25331237

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