医学 AI

Multi-Objective Infeasibility Diagnosis for Routing Problems Using Large Language Models

Kai Li, Ruihao Zheng, Xinye Hao, Zhenkun Wang

专题命中 诊断辅助 ：diagnosis(title,abstract)

Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis

Rui Zou, Mengqi Wei, Yutao Zhu, Jirong Wen, Xin Zhao, Jing Chen

专题命中 诊断辅助 ：diagnosis(title,abstract)

Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree

Qi Peng, Jialin Cui, Jiayuan Xie, Yi Cai, Qing Li

机构 * South China University of Technology（华南理工大学） ； Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education（大数据与智能机器人重点实验室（SCUT）） ； Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments Accepted by ACM MM 2025

AVPDN: Learning Motion-Robust and Scale-Adaptive Representations for Video-Based Polyp Detection

Zilin Chen, Shengnan Lu

机构 * School of Computer Science, Xi’an Shiyou University（西安 Shiyou 大学计算机科学学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Efficient Multi-Slide Visual-Language Feature Fusion for Placental Disease Classification

Hang Guo, Qing Zhang, Zixuan Gao, Siyuan Yang, Shulin Peng, Xiang Tao, Ting Yu, Yan Wang, Qingli Li

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments Accepted by ACMMM'25

Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria

Michael S. Yao, Allison Chae, Charles E. Kahn, Walter R. Witschey, James C. Gee, Hersh Sagreiya, Osbert Bastani

专题命中 诊断辅助 ：radiology(abstract)；分类 cs.LG

Comments 15 pages main text, 4 figures, 1 table

Journal ref Commun Med 5, 332 (2025)

The Multi-Round Diagnostic RAG Framework for Emulating Clinical Reasoning

Penglei Sun, Yixiang Chen, Xiang Li, Xiaowen Chu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)