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arXiv4h ago
4.1

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models

Ziyi Chen, Yasir Khan, Mengyuan Zhang, Cheng Peng, Mengxian Lyu, Yiyang Liu, Krishna Vaddiparti, Robert L Cook, Mattia Prosperi, Yonghui Wu

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Analysis

Viral velocity
low
Implementation gapYES
Novelty4/10
Categorypaper
Topics
ragfine-tuninghealthcare

Opportunity Brief

Develop an open-source classifier tool specifically for identifying stigma in clinical notes. This helps hospitals audit bias without needing to build a custom model from scratch for every deployment.

Suggested repo: stigma-guard

"Detect and mitigate stigma in clinical narratives in real-time."

Estimated effort: 20h