医学 AI

Clustering-Based Low-Rank Matrix Approximation for Medical Image Compression

Sisipho Hamlomo, Marcellin Atemkeng

机构 * Department of Statistics, Rhodes University（统计学系，罗德斯大学） ； Department of Mathematics, Rhodes University（数学系，罗德斯大学） ； National Institute for Theoretical and Computational Sciences (NITheCS)（理论与计算科学国家研究所） 纠错

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

Physics-Inspired Gaussian Kolmogorov-Arnold Networks for X-ray Scatter Correction in Cone-Beam CT

Xu Jiang, Huiying Pan, Ligen Shi, Jianing Sun, Wenfeng Xu, Xing Zhao

机构 * School of Mathematical Sciences, Capital Normal University（首都师范大学数学学院） ； School of Mathematics and Statistics, Nanjing University of Information Science and Technology（南京信息工程大学数学与统计学院） ； College of Computer Science (College of Software), Inner Mongolia University（内蒙古大学计算机学院） 纠错

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments 8 pages, 6 figures

CLFSeg: A Fuzzy-Logic based Solution for Boundary Clarity and Uncertainty Reduction in Medical Image Segmentation

Anshul Kaushal, Kunal Jangid, Vinod K. Kurmi

机构 * UIET-H, Panjab University, Hoshiarpur, India（旁遮普大学UIET-H分校） 纠错

专题命中 医学影像 ：medical image(title)；diagnosis(abstract)；分类 cs.CV

Comments The 36th British Machine Vision Conference (BMVC) 2025

Auto-Calibration and Biconvex Compressive Sensing with Applications to Parallel MRI

Yuan Ni, Thomas Strohmer

专题命中 医学影像 ：MRI(title,abstract)

Comments Keywords: Self-calibration, Compressive sensing, Convex optimization, Random matrices, Parallel MRI

Low-Dose CT Imaging Using a Regularization-Enhanced Efficient Diffusion Probabilistic Model

Qiang Li, Mojtaba Safari, Shansong Wang, Huiqiao Xie, Jie Ding, Tonghe Wang, Xiaofeng Yang

专题命中 医学影像 ：CT(title)；medical image(abstract)

Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching

Bo Wen, Haochen Zhang, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An

机构 * Department of Electrical and Computer Engineering, University of California, San Diego（电气与计算机工程系，加州大学圣地亚哥分校） ； Department of Ophthalmology, University of California, San Diego（眼科学系，加州大学圣地亚哥分校） 纠错

专题命中 医学影像 ：medical image(abstract)；biomedical(abstract)；分类 cs.CV

Unsupervised Detection of Post-Stroke Brain Abnormalities

Youwan Mahé, Elise Bannier, Stéphanie Leplaideur, Elisa Fromont, Francesca Galassi

机构 * Univ Rennes（里昂大学） ； Inria（法国国家信息与自动化技术研究院） ； CNRS（法国国家科学研究中心） ； Inserm（法国国家医学研究院） ； IRISA UMR 6074（里昂信息科学与自动化研究院） ； CHU Rennes（里昂大学医院） ； Siemens Healthineers（西门子医疗） ； Centre de Kerpape（凯帕普中心） 纠错

专题命中 医学影像 ：MRI(abstract)；分类 cs.CV

DICODerma: A practical approach for metadata management of images in dermatology

Bell Raj Eapen, Feroze Kaliyadan, Ashique Karalikkattil T

专题命中 医学影像 ：radiology(abstract)；分类 eess.IV

Comments 6 pages, 2 figures

Toward Photon-Induced Near-Field Electron Tomography

Tamir Shpiro, Ron Ruimy, Qinghui Yan, Tomer Bucher, Avner Shultzman, Hanan Herzig Sheinfux, Ido Kaminer

专题命中 医学影像 ：CT(abstract)

A GPU-based Monte Carlo framework for IMRT QA using EPID transit dosimetry

Ning Gao, Didi Li, Na Liu, Yankui Chang, Qiang Ren, Xi Pei, Zhi Wang, Xie George Xu

专题命中 医学影像 ：CT(abstract)

Variable Projected Augmented Lagrangian Methods for Generalized Lasso Problems

Stefano Aleotti, Davide Bianchi, Florian Bossmann, Riley Yizhou Chen, Matthias Chung

专题命中 医学影像 ：MRI(abstract)

An N-of-1 Artificial Intelligence Ecosystem for Precision Medicine

Pedram Fard, Alaleh Azhir, Neguine Rezaii, Jiazi Tian, Hossein Estiri

机构 * Clinical Augmented Intelligence, Massachusetts General Hospital, Boston, MA 02114, USA（临床增强智能，麻省总医院，波士顿，马萨诸塞州，02114，美国） ； Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02114, USA（医学部，布里洛妇女医院，波士顿，马萨诸塞州，02114，美国） ； Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA（神经病学部，麻省总医院，波士顿，马萨诸塞州，02114，美国） 纠错

专题命中 临床大模型 ：medical AI(abstract)；分类 q-bio

Comments This study has been supported by grants from the National Institutes of Health: The National Institute on Aging R01AG074372 and The National Institute of Allergy and Infectious Diseases R01AI165535

Dissecting Role Cognition in Medical LLMs via Neuronal Ablation

Xun Liang, Huayi Lai, Hanyu Wang, Wentao Zhang, Linfeng Zhang, Yanfang Chen, Feiyu Xiong, Zhiyu Li

机构 * School of Information, Renmin University of China（中国人民大学信息学院） ； Center of Machine Learning Research, Peking University（北京大学机器学习研究中心） ； School of Artificial Intelligence, Shanghai Jiaotong University（上海交通大学人工智能学院） ； Health Informatics Committee of the China Society for Scientific and Technical Information, Renmin University of China（中国科学技术信息学会健康信息技术委员会，中国人民大学） ； Institute for Advanced Algorithms Research (IAAR), Shanghai, China（先进算法研究所（IAAR），上海，中国） ； Memtensor Research Center, Shanghai, China（Memtensor研究中心，上海，中国） 纠错

专题命中 临床大模型 ：medical AI(abstract)

Comments 15 pages, 9 figures

Quanvolutional Neural Networks for Pneumonia Detection: An Efficient Quantum-Assisted Feature Extraction Paradigm

Gazi Tanbhir, Md. Farhan Shahriyar, Abdullah Md Raihan Chy

机构 * Department of Computer Science ； Technology University R \& D, ZogBiyog, Dhaka, Bangladesh 纠错

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

Journal ref IEEE NCIM 2025

Gut decisions based on the liver: A radiomics approach to boost colorectal cancer screening

Anna Hinterberger, Jonas Bohn, Dasha Trofimova, Nicolas Knabe, Julia Dettling, Tobias Norajitra, Fabian Isensee, Johannes Betge, Stefan O. Schönberg, Dominik Nörenberg, Sergio Grosu, Sonja Loges, Ralf Floca, Jakob Nikolas Kather, Klaus Maier-Hein, Freba Grawe

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

Comments Equal contribution between first, second, fifteenth, and sixteenth authors

Fixed Point Neural Acceleration and Inverse Surrogate Model for Battery Parameter Identification

Hojin Cheon, Hyeongseok Seo, Jihun Jeon, Wooju Lee, Dohyun Jeong, Hongseok Kim

机构 * Department of Electronic Engineering, Sogang University（电子工程系，ソガン大学） 纠错

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

Comments 31 pages, 11 figures, submitted to Applied Energy

ChessQA: Evaluating Large Language Models for Chess Understanding

Qianfeng Wen, Zhenwei Tang, Ashton Anderson

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

Comments 33 pages,8 figures

Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives

Gang Chen, Changshuo Liu, Gene Anne Ooi, Marcus Tan, Zhongle Xie, Jianwei Yin, James Wei Luen Yip, Wenqiao Zhang, Jiaqi Zhu, Beng Chin Ooi

机构 * College of Computer Science and Technology, Zhejiang University, Hangzhou 310027, China（浙江大学计算机科学与技术学院） ； College of Software Technology, Zhejiang University, Ningbo 315100, China（浙江大学软件技术学院） ； School of Computing, National University of Singapore, Singapore 117417（新加坡国立大学计算机学院） ； Singapore General Hospital, Singapore 169608（新加坡中央医院） ； National University Hospital, Singapore 119074（新加坡国立医院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Complementary Human-AI Clinical Reasoning in Ophthalmology

Mertcan Sevgi, Fares Antaki, Abdullah Zafar Khan, Ariel Yuhan Ong, David Adrian Merle, Kuang Hu, Shafi Balal, Sophie-Christin Kornelia Ernst, Josef Huemer, Gabriel T. Kaufmann, Hagar Khalid, Faye Levina, Celeste Limoli, Ana Paula Ribeiro Reis, Samir Touma, Anil Palepu, Khaled Saab, Ryutaro Tanno, Valentin Liévin, Tao Tu, Yong Cheng, Mike Schaekermann, S. Sara Mahdavi, Elahe Vedadi, David Stutz, Vivek Natarajan, Alan Karthikesalingam, Pearse A. Keane, Wei-Hung Weng

专题命中 诊断辅助 ：diagnosis(abstract)

Imaging Genetics Analysis of Alzheimer's Disease

Riddhik Basu, Arkaprava Roy

专题命中 诊断辅助 ：pathology(abstract)

Eye-Tracking, Mouse Tracking, Stimulus Tracking,and Decision-Making Datasets in Digital Pathology

Veronica Thai, Rui Li, Meng Ling, Shuning Jiang, Jeremy Wolfe, Raghu Machiraju, Yan Hu, Zaibo Li, Anil Parwani, Jian Chen

机构 * Computer Science and Engineering, The Ohio State University（计算机科学与工程系，俄亥俄州立大学） ； Departments of Ophthalmology and Radiology, Harvard Medical School（眼科学与放射学系，哈佛医学院） ； Department of Surgery, Brigham and Women’s Hospital（外科系，布里洛妇产科医院） ； Department of Pathology, The Ohio State University Medical Center（病理学系，俄亥俄州立大学医学中心） 纠错

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

Comments 16 pages, 9 figures, submitted to Nature Scientific Data

CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic

Yuxuan Sun, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Bowen Ding, Tao Lin, Lin Yang

机构 * College of Computer Science and Technology, Zhejiang University, China（浙江大学计算机科学与技术学院） ； Research Center for Industries of the Future and School of Engineering, Westlake University, China（未来产业研究中心和西湖大学工程学院） ； Department of Computer Science and Engineering, The Ohio State University, USA（俄亥俄州立大学计算机科学与工程系） 纠错

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

Comments 52 pages, 34 figures

MSRANetV2: An Explainable Deep Learning Architecture for Multi-class Classification of Colorectal Histopathological Images

Ovi Sarkar, Md Shafiuzzaman, Md. Faysal Ahamed, Golam Mahmud, Muhammad E. H. Chowdhury

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

Normal and Abnormal Pathology Knowledge-Augmented Vision-Language Model for Anomaly Detection in Pathology Images

Jinsol Song, Jiamu Wang, Anh Tien Nguyen, Keunho Byeon, Sangjeong Ahn, Sung Hak Lee, Jin Tae Kwak

机构 * Korea University（韩国大学） ； The Catholic University of Korea（韩国天主大学） 纠错

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

Comments Accepted to ICCV 2025. Code is available at: https://github.com/QuIIL/ICCV2025_Ano-NAViLa

GEMeX-RMCoT: An Enhanced Med-VQA Dataset for Region-Aware Multimodal Chain-of-Thought Reasoning

Bo Liu, Xiangyu Zhao, Along He, Yidi Chen, Huazhu Fu, Xiao-Ming Wu

机构 * The Hong Kong Polytechnic University（香港理工大学） ； Shenzhen University（深圳大学） ； West China Hospital of Sichuan University（四川大学华西医院） ； IHPC, Agency for Science, Technology and Research（科技研究局IHPC） 纠错

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

Comments Accepted at ACM MM 2025 (also known as GEMeX-ThinkVG)

Adversarially-Aware Architecture Design for Robust Medical AI Systems

Alyssa Gerhart, Balaji Iyangar

机构 * Department of Computer Science Benedict College Columbia, SC, USA（计算机科学系 奥本大学 奥斯本, 南卡罗来纳州, 美国） 纠错

专题命中 医学数据与评测 ：medical AI(title)；分类 cs.LG

Federated Learning with Partially Labeled Data: A Conditional Distillation Approach

Pochuan Wang, Chen Shen, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth

机构 * Department of Computer Science and Information Engineering, National Taiwan University（计算机科学与信息工程系，国立台湾大学） ； Graduate School of Informatics, Nagoya University（资讯研究生院，名古屋大学） ； Institute of Applied Mathematical Sciences, National Taiwan University（应用数学科学研究所，国立台湾大学） ； NVIDIA Corporation（NVIDIA公司） 纠错

专题命中 医学数据与评测 ：medical image(abstract)；CT(abstract)；分类 cs.CV

Comments This manuscript was submitted to IEEE JBHI and is currently under peer review