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cs.CV2025
Learning from Disagreement: A Group Decision Simulation Framework for Robust Medical Image Segmentation
Chen Zhong, Yuxuan Yang, Xinyue Zhang +4
Medical image segmentation annotation suffers from inter-rater variability (IRV) due to differences in annotators' expertise and the inherent blurriness of medical images. Standard…
cs.CV2025
MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision
Zhonghao Yan, Muxi Diao, Yuxuan Yang +7
Accurately grounding regions of interest (ROIs) is critical for diagnosis and treatment planning in medical imaging. While multimodal large language models (MLLMs) combine visual p…