To be presented at AAAI 2025 🇺🇸

Jan 28, 2025

Time	Location	Activity
Thu 12:30 pm — 2:30 pm	TBD	Poster for paper: Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction.

Presenting Papers

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S Nori, Eran Halperin, Wei Wang

AAAI, 2025

We introduce MERA, a clinical diagnosis prediction model that bridges pertaining natural language knowledge with medical practice. We apply hierarchical contrastive learning on a disease candidate ranking list to alleviate the large decision space issue. With concept memorization through fine-tuning, we bridge the natural language clinical knowledge with medical codes.

Last updated on Jan 28, 2025

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