医学 AI

AI-Enhanced High-Density NIRS Patch for Real-Time Brain Layer Oxygenation Monitoring in Neurological Emergencies

Minsu Ji, Jihoon Kang, Seongkwon Yu, Jaemyoung Kim, Bumjun Koh, Jimin Lee, Guil Jeong, Jongkwan choi, Chang-Ho Yun, Hyeonmin Bae

专题命中 医学影像 ：MRI(abstract)；分类 q-bio

A Field Free Line 3D Reconstruction Model for Magnetic Particle Imaging for Improved Sensitivity, Resolution, and High Dynamic Range Imaging

Toby Sanders, Hayden Carlton, Preethi Korangath, Olivia C. Sehl, Robert Ivkov, Patrick W. Goodwill

专题命中 医学影像 ：CT(abstract)

A Bilayer Cathode Design Procedure for Li ion Batteries Using the Multilayer Doyle-Fuller-Newman Model (M-DFN)

E. C. Tredenick, A. M. Boyce, R. Drummond, S. R. Duncan

专题命中 医学影像 ：CT(abstract)

MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation

Khai Le-Duc, Tuyen Tran, Bach Phan Tat, Nguyen Kim Hai Bui, Quan Dang, Hung-Phong Tran, Thanh-Thuy Nguyen, Ly Nguyen, Tuan-Minh Phan, Thi Thu Phuong Tran, Chris Ngo, Nguyen X. Khanh, Thanh Nguyen-Tang

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments EMNLP 2025

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)

Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging

Zahra Tabatabaei, Adrián Colomer, JAvier Oliver Moll, Valery Naranjo

机构 * Department One（第一部门） ； Department Two（第二部门） 纠错

专题命中 病理影像 ：diagnosis(title,abstract)；pathology(abstract)；分类 cs.CV、cs.LG

Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment

Junlin Guo, Siqi Lu, Can Cui, Ruining Deng, Tianyuan Yao, Zhewen Tao, Yizhe Lin, Marilyn Lionts, Quan Liu, Juming Xiong, Yu Wang, Shilin Zhao, Catie Chang, Mitchell Wilkes, Mengmeng Yin, Haichun Yang, Yuankai Huo

机构 * Vanderbilt University（范德比尔特大学） ； Vanderbilt University Medical Center（范德比尔特大学医学中心） ； Shanghai JiaoTong University School of Medicine（上海交通大学医学院） 纠错

专题命中 病理影像 ：pathology(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

A multi-modal vision-language model for generalizable annotation-free pathology localization

Hao Yang, Hong-Yu Zhou, Jiarun Liu, Weijian Huang, Cheng Li, Zhihuan Li, Yuanxu Gao, Qiegen Liu, Yong Liang, Qi Yang, Song Wu, Tao Tan, Hairong Zheng, Kang Zhang, Shanshan Wang

机构 * Paul C. Lauterbur Research Center for Biomedical Imaging（生物医学成像研究中心） ； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（中国科学院深圳先进技术研究院） ； Pengcheng Laboratory（鹏城实验室） ； University of Chinese Academy of Sciences（中国科学院大学） ； Chinese Medicine Guangdong Laboratory（广东中医药实验室） ； Beijing Chaoyang Hospital, Capital Medical University（首都医科大学北京朝阳医院） 纠错

专题命中 病理影像 ：pathology(title,abstract)；分类 cs.CV

In-Context Adaptation of VLMs for Few-Shot Cell Detection in Optical Microscopy

Shreyan Ganguly, Angona Biswas, Jaydeep Rade, Md Hasibul Hasan Hasib, Nabila Masud, Nitish Singla, Abhipsa Dash, Ushashi Bhattacharjee, Aditya Balu, Anwesha Sarkar, Adarsh Krishnamurthy, Soumik Sarkar

机构 * Iowa State University（爱荷华州立大学） 纠错

专题命中 病理影像 ：biomedical(abstract)；分类 cs.CV

A Collaborative Model for Improving Information Sharing among Cancer Care Groups using Software Engineering Principles

Davis Byamugisha, Francis Kamuganga, Adones Rukundo, John Businge

专题命中 病理影像 ：diagnosis(abstract)

TumorMap: A Laser-based Surgical Platform for 3D Tumor Mapping and Fully-Automated Tumor Resection

Guangshen Ma, Ravi Prakash, Beatrice Schleupner, Jeffrey Everitt, Arpit Mishra, Junqin Chen, Brian Mann, Boyuan Chen, Leila Bridgeman, Pei Zhong, Mark Draelos, William C. Eward, Patrick J. Codd

机构 * Thomas Lord Department of Mechanical Engineering and Materials Science, Duke University（杜克大学机械工程与材料科学系） ； Department of Robotics, University of Michigan, Ann Arbor（密歇根大学机器人学系） ； Department of Orthopaedic Surgery, School of Medicine, Duke University（杜克大学骨科手术系） ； Department of Pathology, School of Medicine, Duke University（杜克大学病理学系） ； Department of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor（密歇根大学医学学院眼科与视觉科学系） ； Department of Neurosurgery, School of Medicine, Duke University（杜克大学神经外科系） 纠错

专题命中 病理影像 ：diagnosis(abstract)

Comments 41 pages, 25 figures

Variable Selection for Multi-Source Count Data with Controlled False Discovery Rate

Shan Tang, Shanjun Mao, Shourong Ma, Falong Tan

专题命中 病理影像 ：biomedical(abstract)

Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks

Lingran Song, Yucheng Zhou, Jianbing Shen

机构 * Lingran Song, Yucheng Zhou, Jianbing Shen（作者） 纠错

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

Comments AAAI 2026

HCFSLN: Adaptive Hyperbolic Few-Shot Learning for Multimodal Anxiety Detection

Aditya Sneh, Nilesh Kumar Sahu, Anushka Sanjay Shelke, Arya Adyasha, Haroon R. Lone

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

SkinCaRe: A Multimodal Dermatology Dataset Annotated with Medical Caption and Chain-of-Thought Reasoning

Yuhao Shen, Liyuan Sun, Yan Xu, Wenbin Liu, Shuping Zhang, Shawn Afvari, Zhongyi Han, Jiaoyan Song, Yongzhi Ji, Tao Lu, Xiaonan He, Xin Gao, Juexiao Zhou

机构 * School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK–Shenzhen)（数据科学学院，香港中文大学（深圳）） ； Computer Science Program, CEMSE Division, King Abdullah University of Science and Technology (KAUST)（计算机科学项目，科学与工程学院，国王 Abdullah 科学技术大学） ； Center of Excellence on Smart Health, KAUST（智能健康卓越中心，国王 Abdullah 科学技术大学） ； Center of Excellence for Generative AI, KAUST（生成式人工智能卓越中心，国王 Abdullah 科学技术大学） ； Department of Dermatology, Beijing AnZhen Hospital, Capital Medical University（皮肤科，北京安贞医院，首都医科大学） ； Department of Dermatology, Tianjin Institute of Integrative Dermatology, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital（皮肤科，天津整合皮肤科研究院，天津中医药大学附属医院） ； Department of Dermatology, Beijing Aerospace General Hospital（皮肤科，北京航天总医院） ； Department of Dermatology, The First Affiliated Hospital, Shantou University Medical College（皮肤科，汕头大学医学院第一附属医院） ； DermAssure, LLC（DermAssure 公司） ； School of Medicine, New York Medical College（医学院，纽约医学院） ； Capital Medical University（首都医科大学） ； Department of Dermatology, Second Hospital of Jilin University（皮肤科，吉林大学第二医院） ； Emergency Critical Care Center, Beijing AnZhen Hospital, Capital Medical University（急诊重症中心，北京安贞医院，首都医科大学） 纠错

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