MIMIC

Ranking-PE: Prompt Optimization for Multimodal Clinical Diagnosis under Extreme Class Imbalance

臨床診斷 MLLM 提示詞優化：Ranking-PE 解決醫療資料極端不平衡問題

This paper introduces Ranking-PE, a ranking-aware prompt optimization framework that shifts MLLM adaptation from accuracy-based to AUROC-based ranking, resolving class imbalance in clinical diagnostics.