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Yongcheng Yao

University of Edinburgh

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#artificial intelligence Preprint Nov 2025

MedVision: Benchmarking Quantitative Medical Image Analysis

This work introduces MedVision, a large-scale dataset and benchmark specifically designed to evaluate and improve VLMs on quantitative medical image analysis, and demonstrates how supervised and reinforcement fine-tuning on MedVision significantly enhances performance across detection, T/L size estimation, and A/D meas...

Yongcheng Yao, Yongshuo Zong, Raman Dutt et al. · 0 citations