arXivDaily arXiv每日学术速递 周一至周五更新

科学与医疗

医学 AI

医学智能、临床 AI、医学影像、病理、诊断和医疗健康大模型。

2025-08-07 至 2025-08-07 共收录 38 信号源:cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学影像 19 篇

2405.05944 2025-08-07 eess.IV cs.CV 84%

MRISegmentator-Abdomen: A Fully Automated Multi-Organ and Structure Segmentation Tool for T1-weighted Abdominal MRI

Yan Zhuang, Tejas Sudharshan Mathai, Pritam Mukherjee, Brandon Khoury, Boah Kim, Benjamin Hou, Nusrat Rabbee, Abhinav Suri, Ronald M. Summers

机构 * Radiology and Imaging Sciences(放射学与影像科学) National Institutes of Health Clinical Center(国家卫生研究院临床中心) Walter Reed National Military Medical Center(沃尔特·里德国家军事医学中心) Biostatistics and Clinical Epidemiology Services(生物统计与临床流行病学服务)

专题命中 医学影像 :MRI(title,abstract);diagnosis(abstract);分类 cs.CV、eess.IV;radiology(journal_ref)

Comments We made the segmentation model publicly available

Journal ref Radiology 2025; 315(1):e24197

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2505.13039 2025-08-07 cs.CV 83%

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification

Xiao Wu, Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Risa Higashita, Jiang Liu

机构 * Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering, Southern University of Science and Technology(可信自主系统研究所和南方科技大学计算机科学与工程系) Center for High Performance Computing and Shenzhen Key Laboratory of Intelligent Bioinformatics, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences(高性能计算中心和深圳智能生物信息学重点实验室,深圳先进技术研究院,中国科学院) Tomey Corporation(Tomey公司) Changchun University(长春大学) School of computer science, University of Nottingham Ningbo China(Nottingham Ningbo中国大学计算机学院) School of Ophthalmology and Optometry, Wenzhou Medical University(眼科学与视光学学院,温州医科大学)

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

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2508.04450 2025-08-07 eess.IV cs.CV 81%

TotalRegistrator: Towards a Lightweight Foundation Model for CT Image Registration

Xuan Loc Pham, Gwendolyn Vuurberg, Marjan Doppen, Joey Roosen, Tip Stille, Thi Quynh Ha, Thuy Duong Quach, Quoc Vu Dang, Manh Ha Luu, Ewoud J. Smit, Hong Son Mai, Mattias Heinrich, Bram van Ginneken, Mathias Prokop, Alessa Hering

机构 * Department of Imaging, Radboudumc, Nijmegen, the Netherlands(影像部,Radboudumc,尼姆egen,荷兰) Institute for Medical Informatics, University of Lübeck, Lübeck, Germany(医学信息研究所,吕贝克大学,吕贝克,德国) Department of Nuclear Medicine, Hospital 108, Hanoi, Vietnam(核医学部,108医院,河内,越南) Department of Diagnostic Imaging and Interventional Radiology, Thai Nguyen National Hospital, Thai Nguyen, Vietnam(诊断影像和介入放射科,Thai Nguyen国家医院,Thai Nguyen,越南) Interventional Radiology Center, Tam Anh Hospital, Hanoi, Vietnam(介入放射科中心,Tam Anh医院,河内,越南) FET, Vietnam National University, University of Engineering and Technology, Hanoi, Vietnam(FET,越南国家大学,工程与技术大学,河内,越南)

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

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2508.03752 2025-08-07 eess.IV cs.AI cs.CV 81%

M$^3$HL: Mutual Mask Mix with High-Low Level Feature Consistency for Semi-Supervised Medical Image Segmentation

Yajun Liu, Zenghui Zhang, Jiang Yue, Weiwei Guo, Dongying Li

机构 * Shanghai Key Laboratory of Intelligent Sensing and Recognition(上海智能感知与识别重点实验室) Shanghai Jiao Tong University(上海交通大学) Department of Endocrinology and Metabolism, Renji Hospital, School of Medicine, Shanghai Jiao Tong University(内分泌与代谢科,仁济医院,医学院,上海交通大学) Center for Digital Innovation, Tongji University(同济大学数字创新中心)

专题命中 医学影像 :medical image(title,abstract);分类 cs.CV、eess.IV

Comments MICCAI 2025

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2508.02408 2025-08-07 eess.IV cs.CV 81%

GR-Gaussian: Graph-Based Radiative Gaussian Splatting for Sparse-View CT Reconstruction

Yikuang Yuluo, Yue Ma, Kuan Shen, Tongtong Jin, Wang Liao, Yangpu Ma, Fuquan Wang

机构 * Chongqing University(重庆大学) HKUST(香港科技大学)

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

Comments 10

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2508.04552 2025-08-07 cs.CV cs.LG 80%

Augmentation-based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation

Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler

机构 * Gottfried Schatz Research Center: Medical Physics and Biophysics(戈特弗里德·沙茨研究所以及医学物理与生物物理) Medical University of Graz(格拉茨医科大学) Institute of Computer Graphics and Vision(计算机图形学与视觉研究所) Graz University of Technology(格拉茨技术大学) AVL List GmbH Institute for Medical Informatics, Statistics and Documentation(医学信息学、统计学与文档研究所)

专题命中 医学影像 :medical image(abstract,comments);CT(abstract);pathology(abstract);分类 cs.CV、cs.LG

Comments Accepted for the MICCAI Challenge on Comprehensive Analysis and Computing of Real-World Medical Images 2024, 12 pages

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2508.04058 2025-08-07 cs.CV 79%

TCSAFormer: Efficient Vision Transformer with Token Compression and Sparse Attention for Medical Image Segmentation

Zunhui Xia, Hongxing Li, Libin Lan

机构 * College of Computer Science and Engineering, Chongqing University of Technology(重庆理工大学计算机科学与工程学院)

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

Comments 11 pages, 7 figures, 4 tables; The code is available at https://github.com/XiaZunhui/TCSAFormer

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2410.21111 2025-08-07 cs.CV cs.LG cs.NA math.NA 76%

LAMA: Stable Dual-Domain Deep Reconstruction For Sparse-View CT

Chi Ding, Qingchao Zhang, Ge Wang, Xiaojing Ye, Yunmei Chen

专题命中 医学影像 :CT(title);分类 cs.CV、cs.LG

Comments arXiv:2507.22316 is intended to replace this paper

Journal ref J Math Imaging Vis 67, 30 (2025)

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2508.04534 2025-08-07 cs.CV 70%

No Masks Needed: Explainable AI for Deriving Segmentation from Classification

Mosong Ma, Tania Stathaki, Michalis Lazarou

机构 * Dept. Electrical and Electronic Engineering, Imperial College London(帝国理工学院伦敦分校电子与电气工程系) Centre for Vision, Speech and Signal Processing, University of Surrey(萨里大学视觉、语音与信号处理中心)

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

Comments Accepted at ICDIPV 2025

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2508.04044 2025-08-07 cs.CV 70%

Iterative pseudo-labeling based adaptive copy-paste supervision for semi-supervised tumor segmentation

Qiangguo Jin, Hui Cui, Junbo Wang, Changming Sun, Yimiao He, Ping Xuan, Linlin Wang, Cong Cong, Leyi Wei, Ran Su

机构 * School of Software, Northwestern Polytechnical University, Shaanxi, China(西北工业大学软件学院) Yangtze River Delta Research Institute of Northwestern Polytechnical University, Taicang, China(西北工业大学 Yangtze River Delta 研究院) Department of Computer Science and Information Technology, La Trobe University, Melbourne, Australia(拉特罗布大学计算机科学与信息技术系) Department of Computer Science, School of Engineering, Shantou University, Guangdong, China(汕尾大学工程学院计算机科学系) Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Shandong, China(山东省肿瘤医院) Australian Institute of Health Innovation (AIHI), Macquarie University, Australia(澳大利亚健康创新研究所(AIHI),麦考瑞大学) School of Software, Shandong University, Shandong, China(山东大学软件学院) AIDD, Faculty of Applied Science, Macao Polytechnic University, Macao SAR, China(澳门理工学院应用科学学院AIDD) School of Computer Software, College of Intelligence and Computing, Tianjin University, Tianjin, China(天津大学计算机软件学院)

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

Journal ref Knowledge-Based Systems, 2025: 113785

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2505.06133 2025-08-07 cs.CV 70%

BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation

Hongming Wang, Yifeng Wu, Huimin Huang, Hongtao Wu, Jia-Xuan Jiang, Xiaodong Zhang, Hao Zheng, Xian Wu, Yefeng Zheng, Jinping Xu, Jing Cheng

机构 * Southern University of Science and Technology(南方科技大学) Jarvis Research Center, Tencent YouTu Lab(腾讯优图实验室) Westlake University(西湖大学) Shenzhen University of Advanced Technology(深圳先进技术大学) Tencent YouTu Lab(腾讯优图实验室) Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences(深圳先进技术研究所,中国科学院)

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

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2508.03739 2025-08-07 eess.IV cs.AI cs.CV 62%

A Modified VGG19-Based Framework for Accurate and Interpretable Real-Time Bone Fracture Detection

Md. Ehsanul Haque, Abrar Fahim, Shamik Dey, Syoda Anamika Jahan, S. M. Jahidul Islam, Sakib Rokoni, Md Sakib Morshed

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

Comments Accepted and presented at THE 16th INTERNATIONAL IEEE CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), held at IIT Indore, Madhya Pradesh, India

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2508.03738 2025-08-07 eess.IV cs.AI cs.CV 62%

Improve Retinal Artery/Vein Classification via Channel Couplin

Shuang Zeng, Chee Hong Lee, Kaiwen Li, Boxu Xie, Ourui Fu, Hangzhou He, Lei Zhu, Yanye Lu, Fangxiao Cheng

机构 * Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing, China(北京大学医学部医学技术研究所) Department of Biomedical Engineering, Peking University, Beijing, China(北京大学生物医学工程系) National Biomedical Imaging Center, Peking University, Beijing, China(北京大学国家生物医学成像中心) Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology(佐治亚理工学院生物医学工程系) Emory University, Atlanta, GA, USA(埃默里大学)

专题命中 医学影像 :diagnosis(abstract);分类 cs.CV、eess.IV

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2410.09908 2025-08-07 cs.LG cs.AI cs.CL cs.CV 62%

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection

Pengfei Jin, Peng Shu, Sifan Song, Sekeun Kim, Qing Xiao, Cheng Chen, Tianming Liu, Xiang Li, Quanzheng Li

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

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2508.04051 2025-08-07 cs.CV math.OC 57%

Towards Globally Predictable k-Space Interpolation: A White-box Transformer Approach

Chen Luo, Qiyu Jin, Taofeng Xie, Xuemei Wang, Huayu Wang, Congcong Liu, Liming Tang, Guoqing Chen, Zhuo-Xu Cui, Dong Liang

机构 * School of Mathematical Sciences, Inner Mongolia University, China(内蒙古大学数学科学学院) College of Computer and Information, lnner Mongolia Medical University, China(内蒙古医学院计算机与信息学院) Inner Mongolia Medical University Affiliated Hospital, China(内蒙古医学院附属医院) Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China(中国科学院深圳先进技术研究所) School of Mathematics and Statistics, Hubei Minzu University, China(湖北民族大学数学与统计学院) Key Laboratory of Biomedical Imaging Science and System, Chinese Academy of Sciences, China(中国科学院生物医学成像科学与系统重点实验室)

专题命中 医学影像 :MRI(abstract);分类 cs.CV

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2508.03997 2025-08-07 cs.CV 57%

JanusNet: Hierarchical Slice-Block Shuffle and Displacement for Semi-Supervised 3D Multi-Organ Segmentation

Zheng Zhang, Tianzhuzi Tan, Guanchun Yin, Bo Zhang, Xiuzhuang Zhou

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

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2507.19264 2025-08-07 cs.CV 57%

SimMLM: A Simple Framework for Multi-modal Learning with Missing Modality

Sijie Li, Chen Chen, Jungong Han

机构 * School of Computer Science, University of Sheffield, UK(计算机科学学院,谢菲尔德大学)

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

Journal ref ICCV 2025

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2508.04553 2025-08-07 eess.IV cs.CV cs.LG 56%

LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation

Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler

机构 * Gottfried Schatz Research Center: Medical Physics and Biophysics(戈特弗里德·施蔡茨研究所以及生物物理学) Medical University of Graz(格拉茨医科大学) Institute of Computer Graphics and Vision(计算机图形学与视觉研究所) Graz University of Technology(格拉茨理工大学) AVL List GmbH Institute for Medical Informatics, Statistics and Documentation(医学信息学、统计学与文档研究所)

专题命中 医学影像 :分类 cs.CV、cs.LG、eess.IV;medical image(comments)

Comments Accepted for the MICCAI Challenge on Comprehensive Analysis and Computing of Real-World Medical Images 2024, 12 pages

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2503.03779 2025-08-07 cs.MA cs.AI cs.RO 50%

Accelerating Focal Search in Multi-Agent Path Finding with Tighter Lower Bounds

Yimin Tang, Zhenghong Yu, Jiaoyang Li, Sven Koenig

机构 * Thomas Lord Department of Computer Science, University of Southern California(美国南加州大学计算机科学系) University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Carnegie Mellon University(卡内基梅隆大学) University of California, Irvine(加州大学尔湾分校)

专题命中 医学影像 :CT(abstract)

Comments 7 pages

Journal ref 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems

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2. 诊断辅助 6 篇

2508.04429 2025-08-07 eess.IV cs.CV 84%

Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for Diagnosis

Ethan Dack, Lorenzo Brigato, Vasilis Dedousis, Janine Gote-Schniering, Cheryl, Hanno Hoppe, Aristomenis Exadaktylos, Manuela Funke-Chambour, Thomas Geiser, Andreas Christe, Lukas Ebner, Stavroula Mougiakakou

机构 * University of Bern(伯尔尼大学) Bern University Hospital(伯尔尼大学医院) DIPR(DIPR机构) Campus Stiftung Lindenhof Bern (SLB)(伯尔尼校园基金会林德霍夫校区(SLB))

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

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2404.06798 2025-08-07 cs.CV 70%

Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding

Ke Zou, Yang Bai, Bo Liu, Yidi Chen, Zhihao Chen, Yang Zhou, Xuedong Yuan, Meng Wang, Xiaojing Shen, Xiaochun Cao, Yih Chung Tham, Huazhu Fu

机构 * College of Computer Science, Sichuan University(四川大学计算机学院) Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR)(新加坡科技研究局高性能计算研究所) Department of Computing, The Hong Kong Polytechnic University(香港理工大学计算机系) Department of Radiology, West China Hospital, Sichuan University(四川大学华西医院放射科) College of Intelligence and Computing, Tianjin University(天津大学智能与计算学院) Department of Mathematics, Sichuan University(四川大学数学系) School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-Sen University(中山大学深圳校区网络科学与技术学院) Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and the Singapore Eye Research Institute, Singapore National Eye Centre(新加坡国立大学 Yong Loo Lin 医学院眼科系及新加坡眼科研所、新加坡国家眼科中心)

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

Comments 17 pages, 6 figures

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2508.04128 2025-08-07 eess.SP 57%

Neuro-MoBRE: Exploring Multi-subject Multi-task Intracranial Decoding via Explicit Heterogeneity Resolving

Di Wu, Yifei Jia, Siyuan Li, Shiqi Zhao, Jie Yang, Mohamad Sawan

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

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2508.04531 2025-08-07 cs.CL cs.AI 50%

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning

Zhuang Chen, Guanqun Bi, Wen Zhang, Jiawei Hu, Aoyun Wang, Xiyao Xiao, Kun Feng, Minlie Huang

机构 * School of Computer Science and Engineering, Central South University(中南大学计算机科学与工程学院) CoAI Group, DCST, IAI, BNRIST, Tsinghua University(清华大学) University of International Relations(国际关系大学) Central China Normal University(华中师范大学) Lingxin AI(灵心AI) Yuquan Hospital, Tsinghua University(清华大学友谊医院)

专题命中 诊断辅助 :diagnosis(abstract)

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2508.04248 2025-08-07 cs.CL cs.AI 50%

TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening

Xi Wang, Anxo Perez, Javier Parapar, Fabio Crestani

机构 * University of Sheffield(谢菲尔德大学) University of A Coruña(阿罗纳大学)

专题命中 诊断辅助 :diagnosis(abstract)

Comments Paper accepted at CIKM 2025

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2508.03764 2025-08-07 cs.SD cs.AI eess.AS 50%

CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning

Justin Luong, Hao Xue, Flora D. Salim

机构 * University of New South Wales(新南威尔士大学)

专题命中 诊断辅助 :diagnosis(abstract)

Comments Accepted to ISWC

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3. 病理影像 3 篇

2508.04649 2025-08-07 q-bio.PE 68%

Estimating breast cancer recurrence in a population-based registry in Georgia, US

Chrystelle Kiang, Micah Streiff, Rebecca Nash, Robert H. Lyles, Deirdre Cronin-Fenton, Anke Huels, Timothy L. Lash, Kevin C. Ward

专题命中 病理影像 :pathology(abstract);diagnosis(abstract);分类 q-bio

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2410.17557 2025-08-07 eess.IV cs.CV cs.LG physics.med-ph 67%

BlurryScope enables compact, cost-effective scanning microscopy for HER2 scoring using deep learning on blurry images

Michael John Fanous, Christopher Michael Seybold, Hanlong Chen, Nir Pillar, Aydogan Ozcan

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

Comments 22 Pages, 5 Figures, 1 Table

Journal ref npj Digital Medicine (2025)

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2508.01602 2025-08-07 cs.CV 57%

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment

Lubin Gan, Jing Zhang, Linhao Qu, Yijun Wang, Siying Wu, Xiaoyan Sun

机构 * University of Science and Technology of China(科学技术大学) Fudan University(复旦大学)

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

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4. 医疗多模态 5 篇

2508.03742 2025-08-07 eess.IV cs.AI cs.CV cs.LG 80%

Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training

Weiwei Cao, Jianpeng Zhang, Zhongyi Shui, Sinuo Wang, Zeli Chen, Xi Li, Le Lu, Xianghua Ye, Tingbo Liang, Qi Zhang, Ling Zhang

机构 * College of Computer Science and Technology, Zhejiang University(浙江大学计算机科学与技术学院) DAMO Academy, Alibaba Group(阿里巴巴集团达摩院) The First Affiliated Hospital of College of Medicine, Zhejiang University(浙江大学医学院附属第一医院) Hupan Lab(虎盘实验室)

专题命中 医疗多模态 :medical image(abstract);CT(abstract);diagnosis(abstract);分类 cs.CV、cs.LG、eess.IV

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2508.04192 2025-08-07 cs.CV 79%

From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models

Dunyuan Xu, Xikai Yang, Yaoqian Li, Jinpeng Li, Pheng-Ann Heng

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

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