医学 AI

3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks

Xiaotang Gai, Jiaxiang Liu, Yichen Li, Zijie Meng, Jian Wu, Zuozhu Liu

机构 * ZJU-Angelalign R&D Center for Intelligence Healthcare（浙江大学智能医疗研发中心） ； Zhejiang University（浙江大学） ； Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence（浙江省医学影像人工智能重点实验室） ； Guangdong Institute of Intelligence Science and Technology（广东省智能科学与技术研究院） 纠错

专题命中 医疗多模态 ：radiology(title,abstract)；medical AI(abstract)；CT(abstract)；diagnosis(abstract)

Comments Accepted by NeurIPS 2025

S-Chain: Structured Visual Chain-of-Thought For Medicine

Khai Le-Duc, Duy M. H. Nguyen, Phuong T. H. Trinh, Tien-Phat Nguyen, Nghiem T. Diep, An Ngo, Tung Vu, Trinh Vuong, Anh-Tien Nguyen, Mau Nguyen, Van Trung Hoang, Khai-Nguyen Nguyen, Hy Nguyen, Chris Ngo, Anji Liu, Nhat Ho, Anne-Christin Hauschild, Khanh Xuan Nguyen, Thanh Nguyen-Tang, Pengtao Xie, Daniel Sonntag, James Zou, Mathias Niepert, Anh Totti Nguyen

专题命中 医疗多模态 ：medical image(abstract)；分类 cs.CV、cs.LG

Comments First version

MedXplain-VQA: Multi-Component Explainable Medical Visual Question Answering

Hai-Dang Nguyen, Minh-Anh Dang, Minh-Tan Le, Minh-Tuan Le

机构 * Faculty Of Information Technology VNU University of Engineering（信息科技学院越南工程大学） ； IT-BT Convergence Technology Division Vietnam-Korea Institute of Science（IT-BT融合技术部门越南-韩国科学技术院） ； TADI Global Lab TADI Global Company Limited（TADI全球实验室TADI全球有限公司） ； Faculty of Finance Banking Academy of Vietnam（金融学院越南银行学院） 纠错

专题命中 医疗多模态 ：medical image(abstract)；分类 cs.CV

Comments 10 pages, 4 figures, IEEE conference format

MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation

Shoubin Yu, Yue Zhang, Ziyang Wang, Jaehong Yoon, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 医疗多模态 ：diagnosis(abstract)；分类 cs.CV

Comments EMNLP 2025 Findings; The first two authors contributed equally; Github link: https://github.com/Yui010206/MEXA

Agro-Consensus: Semantic Self-Consistency in Vision-Language Models for Crop Disease Management in Developing Countries

Mihir Gupta, Pratik Desai, Ross Greer

机构 * The Harker School（哈克尔学校） ； University of California, Merced（加州大学默塞德分校） 纠错

专题命中 医疗多模态 ：diagnosis(abstract)；分类 cs.CV

Personal Care Utility (PCU): Building the Health Infrastructure for Everyday Insight and Guidance

Mahyar Abbasian, Ramesh Jain

机构 * University of California, Irvine（加州大学尔湾分校） 纠错

专题命中 医疗多模态 ：biomedical(abstract)

Comments 22 pages, 2 figures, 1 table, Journal paper