医学 AI

Fusing Spectral Correlation Density Imaging with Deep Learning for Intelligent Fault Diagnosis in Rotating Machinery

Dilshara Herath, Chinthaka Abeyrathne, Chamindu Adithya, Chathura Seneviratne

机构 * Department of Electrical and Information Engineering（电气与信息工程系） ； Department of Mechanical and Manufacturing Engineering（机械与制造工程系） ； Faculty of Engineering, University of Ruhuna（鲁胡纳大学工程学院） 纠错

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

Brain Connectivity Network Structure Learning For Brain Disorder Diagnosis

Dongdong Chen, Linlin Yao, Mengjun Liu, Zhenrong Shen, Yuqi Hu, Zhiyun Song, Shengyu Lu, Qian Wang, Dinggang Shen, Lichi Zhang

专题命中 诊断辅助 ：diagnosis(title,abstract)

DCA: Graph-Guided Deep Embedding Clustering for Brain Atlases

Mo Wang, Kaining Peng, Jingsheng Tang, Hongkai Wen, Quanying Liu

机构 * SUSTech（南方科技大学） ； University of Warwick（沃里克大学） 纠错

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

Comments Accepted as a poster at NeurIPS 2025 with scores 5554

CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner

Yao Du, Jiarong Guo, Xiaomeng Li

机构 * Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology（电子与计算机工程系，香港科学与技术大学） 纠错

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

Comments Accepted by MICCAI 2025

DynSTG-Mamba: Dynamic Spatio-Temporal Graph Mamba with Cross-Graph Knowledge Distillation for Gait Disorders Recognition

Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni

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

Comments After receiving detailed feedback from journalreviewers, we identified limitations in the initial approach and substantially improved the methodology and contributions of the work. To ensure clarity and avoid confusion between the initial and revised versions, we are withdrawing this submission. A new version reflecting these improvements will be submitted and made available on arXiv shortly

GRID: Graph-based Reasoning for Intervention and Discovery in Built Environments

Taqiya Ehsan, Shuren Xia, Jorge Ortiz

机构 * Rutgers University（罗格斯大学） 纠错

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

Diagnosing Violations of State-based Specifications in iCFTL

Cristina Stratan, Claudio Mandrioli, Domenico Bianculli

专题命中 诊断辅助 ：diagnosis(abstract)

ClusterRCA: An End-to-End Approach for Network Fault Localization and Classification for HPC System

Yongqian Sun, Xijie Pan, Xiao Xiong, Lei Tao, Jiaju Wang, Shenglin Zhang, Yuan Yuan, Yuqi Li, Kunlin Jian

机构 * National University of Defense Technology（国防科技大学） ； Huawei（华为） ； Tianjin Key Laboratory of Software Experience（天津软件体验与人机交互重点实验室） ； Haihe Laboratory of Information Technology Application Innovation（海河信息科技应用创新实验室） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards

Jaehoon Yun, Jiwoong Sohn, Jungwoo Park, Hyunjae Kim, Xiangru Tang, Yanjun Shao, Yonghoe Koo, Minhyeok Ko, Qingyu Chen, Mark Gerstein, Michael Moor, Jaewoo Kang

机构 * Korea University（韩国大学） ； ETH Zürich（苏黎世联邦理工学院） ； Yale University（耶鲁大学） ； AIGEN Sciences（AIGEN公司） ； Hanyang University College of Medicine（翰雅大学医学院） ； University of Ulsan College of Medicine（釜山大学医学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Accepted to EMNLP 2025 (Oral)