医学 AI

All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook Prior

Haowei Chen, Zhiwen Yang, Haotian Hou, Hui Zhang, Bingzheng Wei, Gang Zhou, Yan Xu

机构 * School of Biological Science and Medical Engineering（生物科学与医学工程学院） ； State Key Laboratory of Software Development Environment（软件开发环境国家重点实验室） ； Key Laboratory of Biomechanics and Mechanobiology of Ministry of Education（教育部生物力学与机械生物学重点实验室） ； Beijing Advanced Innovation Center for Biomedical Engineering（北京生物医学工程先进创新中心） ； Beihang University（北京航空航天大学） ； Department of Biomedical Engineering（生物医学工程系） ； Tsinghua University（清华大学） ； ByteDance Inc.（字节跳动公司） 纠错

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

Comments 11pages, 3figures, MICCAI 2025

Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Medical Images

Yuan Bi, Lucie Huang, Ricarda Clarenbach, Reza Ghotbi, Angelos Karlas, Nassir Navab, Zhongliang Jiang

机构 * Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany（技术大学慕尼黑计算机辅助医疗程序） ； Munich Center of Machine Learning, Munich, Germany（慕尼黑机器学习中心） ； Department for Vascular and Endovascular Surgery, rechts der Isar University Hospital, Technical University of Munich, Munich, Germany（技术大学慕尼黑血管和内血管外科部门） 纠错

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

MambaVesselNet++: A Hybrid CNN-Mamba Architecture for Medical Image Segmentation

Qing Xu, Yanming Chen, Yue Li, Ziyu Liu, Zhenye Lou, Yixuan Zhang, Xiangjian He

机构 * University of Nottingham Ningbo China（诺丁汉大学宁波分校） ； Sichuan University（四川大学） 纠错

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

Comments Accepted by TOMM

An Effective UNet Using Feature Interaction and Fusion for Organ Segmentation in Medical Image

Xiaolin Gou, Chuanlin Liao, Jizhe Zhou, Fengshuo Ye, Yi Lin

机构 * National Key Laboratory of Fundamental Science on Synthetic Vision, College of Computer Science, Sichuan University（合成视觉基础科学国家重点实验室，计算机科学学院，四川大学） ； College of Computer Science, Sichuan University（计算机科学学院，四川大学） ； College of Software Engineering, Sichuan University（软件工程学院，四川大学） 纠错

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

Taming Domain Shift in Multi-source CT-Scan Classification via Input-Space Standardization

Chia-Ming Lee, Bo-Cheng Qiu, Ting-Yao Chen, Ming-Han Sun, Fang-Ying Lin, Jung-Tse Tsai, I-An Tsai, Yu-Fan Lin, Chih-Chung Hsu

机构 * National Cheng Kung University（国立成功大学） ； National Yang Ming Chiao Tung University（国立阳明交通大学） 纠错

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

Comments Accepted by ICCVW 2025, Winner solution of PHAROS-AFE-AIMI Workshop's Multi-Source Covid-19 Detection Challenge

Multi-Attention Stacked Ensemble for Lung Cancer Detection in CT Scans

Uzzal Saha, Surya Prakash

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

Comments 26 pages, 14 figures

Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback

Yizhe Zhang

机构 * Nanjing University of Science and Technology（南京理工大学） 纠错

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

Comments 10 pages, 6 figures

M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast

Jiacheng Lu, Hui Ding, Shiyu Zhang, Guoping Huo

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

Comments ICCV 2025 Accepted

Comparison of Magnetic Field Characteristics among 3 Tesla MRI Scanners: An Experimental Measurement Study

Francesco Girardello, Maria Antonietta D'Avanzo, Massimo Mattozzi, Victorian Michele Ferro, Giuseppe Acri, Valentina Hartwig

专题命中 医学影像 ：MRI(title,abstract)

Comments 15 pages, 15 figures presented at APSAC Conference, Salerno, Italy, June 20-23, 2025

SkinDualGen: Prompt-Driven Diffusion for Simultaneous Image-Mask Generation in Skin Lesions

Zhaobin Xu

机构 * Shandong University, Qingdao, China（山东大学，青岛） 纠错

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

ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator

Wenlong Hou, Guangqian Yang, Ye Du, Yeung Lau, Lihao Liu, Junjun He, Ling Long, Shujun Wang

机构 * 1 Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, China 2 Amazon, USA 3 Shanghai Artificial Intelligence Laboratory, China 4 Department of Geriatrics, Third Affiliated Hospital of Sun Yat-sen University, China 5 Research Institute for Smart Ageing, The Hong Kong Polytechnic University, Hong Kong SAR, China 纠错

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

T-MPEDNet: Unveiling the Synergy of Transformer-aware Multiscale Progressive Encoder-Decoder Network with Feature Recalibration for Tumor and Liver Segmentation

Chandravardhan Singh Raghaw, Jasmer Singh Sanjotra, Mohammad Zia Ur Rehman, Shubhi Bansal, Shahid Shafi Dar, Nagendra Kumar

机构 * Department of Computer Science and Engineering, Indian Institute of Technology (IIT) Indore, Indore 453552, India（计算机科学与工程系，印度理工学院（IIT）印尔德，印尔德453552，印度） ； Department of Electrical Engineering, Indian Institute of Technology (IIT) Indore, Indore 453552, India（电气工程系，印度理工学院（IIT）印尔德，印尔德453552，印度） 纠错

专题命中 医学影像 ：CT(abstract)；diagnosis(abstract)；分类 cs.CV；biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control, Volume 110, Part A, December 2025, 108225

FaRMamba: Frequency-based learning and Reconstruction aided Mamba for Medical Segmentation

Ze Rong, ZiYue Zhao, Zhaoxin Wang, Lei Ma

机构 * School of Artificial Intelligence and Computer Science, Nantong University, China（人工智能与计算机科学学院，南通大学） ； School of Information Science and Technology, Nantong University, China（信息科学与技术学院，南通大学） 纠错

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

A Metabolic-Imaging Integrated Model for Prognostic Prediction in Colorectal Liver Metastases

Qinlong Li, Pu Sun, Guanlin Zhu, Tianjiao Liang, Honggang QI

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

专题命中 医学影像 ：CT(abstract)；分类 cs.CV、cs.LG、q-bio

Comments 8 pages,4 figues

MaRGA: a Graphical and Application Interface for MaRCoS

J. M. Algarín, T. Guallart-Naval, J. Borreguero, F. Galve, J. Alonso

专题命中 医学影像 ：MRI(abstract)；radiology(abstract)

Comments 9 pages, 7 figures, download MaRGA package from https://github.com/yvives/PhysioMRI_GUI

Journal ref Journal of Magnetic Resonance 361 (2024): 107662

Comparing and Scaling fMRI Features for Brain-Behavior Prediction

Mikkel Schöttner Sieler, Thomas A. W. Bolton, Jagruti Patel, Patric Hagmann

专题命中 医学影像 ：MRI(abstract)；分类 cs.LG、q-bio

Implicit Spatiotemporal Bandwidth Enhancement Filter by Sine-activated Deep Learning Model for Fast 3D Photoacoustic Tomography

I Gede Eka Sulistyawan, Takuro Ishii, Riku Suzuki, Yoshifumi Saijo

专题命中 医学影像 ：CT(abstract)；分类 eess.IV

Comments 14 pages, 13 figures. This work has been submitted to the IEEE for possible publication

Pre- and Post-Treatment Glioma Segmentation with the Medical Imaging Segmentation Toolkit

Adrian Celaya, Tucker Netherton, Dawid Schellingerhout, Caroline Chung, Beatrice Riviere, David Fuentes

机构 * The University of Texas MD Anderson Cancer Center（德克萨斯大学MD安德森癌症中心） ； Rice University（莱斯大学） 纠错

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

Tuning adaptive gamma correction (TAGC) for enhancing images in low ligh

Ghufran Abualhail Alhamzawi, Ali Saeed Alfoudi, Ali Hakem Alsaeedi, Suha Mohammed Hadi, Amjed Abbas Ahmed, Md. Riad Hassan, Nurhizam Safie Mohd Satar, Waeel Yahya Yasseen

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

From Bench to Bedside: A DeepSeek-Powered AI System for Automated Chest Radiograph Interpretation in Clinical Practice

Yaowei Bai, Ruiheng Zhang, Yu Lei, Jingfeng Yao, Shuguang Ju, Chaoyang Wang, Wei Yao, Yiwan Guo, Guilin Zhang, Chao Wan, Qian Yuan, Xuhua Duan, Xinggang Wang, Tao Sun, Yongchao Xu, Chuansheng Zheng, Huangxuan Zhao, Bo Du

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

Tactile-Guided Robotic Ultrasound: Mapping Preplanned Scan Paths for Intercostal Imaging

Yifan Zhang, Dianye Huang, Nassir Navab, Zhongliang Jiang

机构 * Technical University of Munich（慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） 纠错

专题命中 医学影像 ：CT(abstract)

Comments Accepted by IROS2025, video link: https://youtu.be/SBwpFVzEhAg