医学 AI

F2GAN: A Feature-Feedback Generative Framework for Reliable AI-Based Fault Diagnosis in Inverter-Dominated Microgrids

Swetha Rani Kasimalla, Kuchan Park, Junho Hong, Young-Jin Kim

专题命中 诊断辅助 ：diagnosis(title,abstract)

RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment

Xuanzhong Chen, Ye Jin, Xiaohao Mao, Lun Wang, Shuyang Zhang, Ting Chen

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments AAAI2026 Oral

Voltage-Regulated Sparse Optimization for Proactive Diagnosis of Voltage Collapses

Qinghua Ma, Seyyedali Hosseinalipour, Ming Shi, Jan Drgona, Shimiao Li

专题命中 诊断辅助 ：diagnosis(title)

Bridging Accuracy and Explainability in EEG-based Graph Attention Network for Depression Detection

Soujanya Hazra, Sanjay Ghosh

机构 * Department of Electrical Engineering, Indian Institute of Technology Kharagpur（印度理工学院Kharagpur电子工程系） 纠错

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

Comments 13 pages, 3 tables, and 7 fugures

De-Individualizing fMRI Signals via Mahalanobis Whitening and Bures Geometry

Aaron Jacobson, Tingting Dan, Martin Styner, Guorong Wu, Shahar Kovalsky, Caroline Moosmueller

机构 * Department of Mathematics, University of North Carolina at Chapel Hill（数学系，北卡罗来纳大学教堂山分校） ； Department of Psychiatry, University of North Carolina at Chapel Hill（精神病学系，北卡罗来纳大学教堂山分校） ； Department of Biomedical Engineering, University of Basel（生物医学工程系，巴塞尔大学） 纠错

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

Comments 34 pages, 7 figures

Towards Human-AI-Robot Collaboration and AI-Agent based Digital Twins for Parkinson's Disease Management: Review and Outlook

Hassan Hizeh, Rim Chighri, Muhammad Mahboob Ur Rahman, Mohamed A. Bahloul, Ali Muqaibel, Tareq Y. Al-Naffouri

机构 * Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), King Abdullah University of Science and Technology（计算机、电气与数学科学和工程系，国王 Abdullah 科学与技术大学） ； College of Engineering & Advanced Computing and the Translational Biomedical Engineering Research lab, Alfaisal University（工程与高级计算学院及转化生物医学工程研究实验室，阿尔法西尔大学） ； Electrical Engineering Department and the Center for Communication Systems and Sensing, King Fahd University of Petroleum and Minerals (KFUPM)（电气工程系及通信系统与感知中心，国王法赫德石油与矿物大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.SP

Comments 20 pages, 5 figures, 4 tables, under review with a journal

Kunlun Anomaly Troubleshooter: Enabling Kernel-Level Anomaly Detection and Causal Reasoning for Large Model Distributed Inference

Yuyang Liu, Jingjing Cai, Jiayi Ren, Peng Zhou, Danyang Zhang, Yin Du, Shijian Li

机构 * Alibaba Group（阿里巴巴集团） 纠错

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

Comments Preprint version, under submission

Understanding Cross Task Generalization in Handwriting-Based Alzheimer's Screening via Vision Language Adaptation

Changqing Gong, Huafeng Qin, Mounim A. El-Yacoubi

机构 * Telecom SudParis, Institut Polytechnique de Paris（电信 SudParis，巴黎理工学院） 纠错

专题命中 诊断辅助 ：MRI(abstract)；分类 cs.CV

Local properties of neural networks through the lens of layer-wise Hessians

Maxim Bolshim, Alexander Kugaevskikh

机构 * ITMO University（ITMO大学） 纠错

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

Comments Comments: 22 pages, 8 figures. Submitted to arXiv:cs.LG

Generative Medical Event Models Improve with Scale

Shane Waxler, Paul Blazek, Davis White, Daniel Sneider, Kevin Chung, Mani Nagarathnam, Patrick Williams, Hank Voeller, Karen Wong, Matthew Swanhorst, Sheng Zhang, Naoto Usuyama, Cliff Wong, Tristan Naumann, Hoifung Poon, Andrew Loza, Daniella Meeker, Seth Hain, Rahul Shah

机构 * Epic Systems（Epic系统） ； Microsoft Research（微软研究院） ； Yale School of Medicine（耶鲁医学院） ； Cosmos Governing Council（Cosmos管理委员会） 纠错

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

Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN

Seyed Amir Latifi, Hassan Ghassemian, Maryam Imani

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.SP

Comments 31 pages. This preprint is currently under peer review in the journal 'Physical and Engineering Sciences in Medicine' (Springer)

Journal ref Phys. Eng. Sci. Med. (2025)

BrainCSD: A Hierarchical Consistency-Driven MoE Foundation Model for Unified Connectome Synthesis and Multitask Brain Trait Prediction

Xiongri Shen, Jiaqi Wang, Yi Zhong, Zhenxi Song, Leilei Zhao, Liling Li, Yichen Wei, Lingyan Liang, Shuqiang Wang, Baiying Lei, Demao Deng, Zhiguo Zhang

机构 * Department of Computer Science and Technology, Harbin Institute of Technology（哈尔滨工业大学计算机科学与技术系） ； School of Intelligence Science and Engineering, College of Artificial Intelligence, Harbin Institute of Technology（哈尔滨工业大学智能科学与工程学院） ； School of Biomedical Engineering, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical, Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University（深圳大学医学院生物医学工程学院） ； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（中国科学院深圳先进技术研究院） 纠错

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

Unsupervised whole-heart function assessment

Yundi Zhang, Daniel Rueckert, Jiazhen Pan

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

Comments Accepted by the conference ISMRM 2025

Sim-to-Real Transfer in Deep Reinforcement Learning for Bipedal Locomotion

Lingfan Bao, Tianhu Peng, Chengxu Zhou

机构 * Department of Computer Science, University College London（计算机科学系，伦敦大学学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Sim-to-real for bipedal locomotion chapter

Diagnosing and Resolving Android Applications Building Issues: An Empirical Study

Lakshmi Priya Bodepudi, Yutong Zhao, Ming Quan Fu, Yuanyuan Wu, Sen He, Yu Zhao

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 11 pages

Multilevel non-linear interrupted time series analysis

RJ Waken, Fengxian Wang, Sarah A. Eisenstein, Tim McBride, Kim Johnson, Karen Joynt-Maddox

专题命中 诊断辅助 ：diagnosis(abstract)