医学 AI

EVLF-FM: Explainable Vision Language Foundation Model for Medicine

Yang Bai, Haoran Cheng, Yang Zhou, Jun Zhou, Arun Thirunavukarasu, Yuhe Ke, Jie Yao, Kanae Fukutsu, Chrystie Wan Ning Quek, Ashley Hong, Laura Gutierrez, Zhen Ling Teo, Darren Shu Jeng Ting, Brian T. Soetikno, Christopher S. Nielsen, Tobias Elze, Zengxiang Li, Linh Le Dinh, Hiok Hong Chan, Victor Koh, Marcus Tan, Kelvin Z. Li, Leonard Yip, Ching Yu Cheng, Yih Chung Tham, Gavin Siew Wei Tan, Leopold Schmetterer, Marcus Ang, Rahat Hussain, Jod Mehta, Tin Aung, Lionel Tim-Ee Cheng, Tran Nguyen Tuan Anh, Chee Leong Cheng, Tien Yin Wong, Nan Liu, Iain Beehuat Tan, Soon Thye Lim, Eyal Klang, Tony Kiat Hon Lim, Rick Siow Mong Goh, Yong Liu, Daniel Shu Wei Ting

专题命中 诊断辅助 ：medical AI(abstract)；pathology(abstract)；diagnosis(abstract)；radiology(abstract)

ELPG-DTFS: Prior-Guided Adaptive Time-Frequency Graph Neural Network for EEG Depression Diagnosis

Jingru Qiu, Jiale Liang, Xuanhan Fan, Mingda Zhang, Zhenli He

机构 * School of Software, Yunnan University（云南大学软件学院） ； Yunnan Key Laboratory of Software Engineering, Yunnan University（云南软件工程重点实验室） ； Engineering Research Center of Cyberspace, Yunnan University（云南网络空间工程研究中心） ； School of Medical Technology, Beijing Institute of Technology（北京理工大学医学技术学院） 纠错

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

Comments 8 page,3 figures

MDD-Thinker: Towards Large Reasoning Models for Major Depressive Disorder Diagnosis

Yuyang Sha, Hongxin Pan, Gang Luo, Caijuan Shi, Jing Wang, Kefeng Li

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.LG

Enhanced Fracture Diagnosis Based on Critical Regional and Scale Aware in YOLO

Yuyang Sun, Junchuan Yu, Cuiming Zou

机构 * Huazhong Agricultural University（华中农业大学） ； Tianjin University（天津大学） 纠错

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

United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning

Minghua He, Chiming Duan, Pei Xiao, Tong Jia, Siyu Yu, Lingzhe Zhang, Weijie Hong, Jin Han, Yifan Wu, Ying Li, Gang Huang

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments ASE 2025 (Research Track)

Exploring LLM-based Frameworks for Fault Diagnosis

Xian Yeow Lee, Lasitha Vidyaratne, Ahmed Farahat, Chetan Gupta

机构 * Hitachi America Ltd.（日立美国有限公司） 纠错

专题命中 诊断辅助 ：diagnosis(title)

CTSL: Codebook-based Temporal-Spatial Learning for Accurate Non-Contrast Cardiac Risk Prediction Using Cine MRIs

Haoyang Su, Shaohao Rui, Jinyi Xiang, Lianming Wu, Xiaosong Wang

机构 * Fudan University, Shanghai, China（复旦大学） ； Shanghai Innovation Institute, Shanghai, China（上海创新研究院） ； Shanghai Jiao Tong University, Shanghai, China（上海交通大学） ； Shanghai Artificial Intelligence Laboratory, Shanghai, China（上海人工智能实验室） 纠错

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

Comments Accepted at MICCAI 2025

Chronic Obstructive Pulmonary Disease Prediction Using Deep Convolutional Network

Shahran Rahman Alve, Muhammad Zawad Mahmud, Samiha Islam, Mohammad Monirujjaman Khan

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

Comments 16 Pages, 11 Figures

AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN Architecture for Robust Phonocardiogram Classification

Md. Saiful Bari Siddiqui, Utsab Saha

机构 * Department of Computer Science and Engineering, BRAC University, Dhaka, Bangladesh（计算机科学与工程系，BRAC大学，达卡，孟加拉国） ； Department of Computer Science（计算机科学系） ； Engineering, BRAC University, Dhaka, Bangladesh（工程系，BRAC大学，达卡，孟加拉国） 纠错

专题命中 诊断辅助 ：biomedical(abstract)；分类 cs.LG、eess.SP

Comments Submitted to ICASSP 2026. This preprint includes some additional details beyond the conference submission

MedCritical: Enhancing Medical Reasoning in Small Language Models via Self-Collaborative Correction

Xinchun Su, Chunxu Luo, Yixuan Li, Weidong Yang, Lipeng Ma

机构 * School of Computer Science, Fudan University, Shanghai, China（复旦大学计算机学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)