医学 AI

DINOv3 with Test-Time Training for Medical Image Registration

Shansong Wang, Mojtaba Safari, Mingzhe Hu, Qiang Li, Chih-Wei Chang, Richard LJ Qiu, Xiaofeng Yang

机构 * Department of Radiation Oncology and Winship Cancer Institute, School of Medicine, Emory University（放射肿瘤科与Winship癌症研究所、医学院、埃默里大学） 纠错

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

Automated surgical planning with nnU-Net: delineation of the anatomy in hepatobiliary phase MRI

Karin A. Olthof, Matteo Fusagli, Bianca Güttner, Tiziano Natali, Bram Westerink, Stefanie Speidel, Theo J. M. Ruers, Koert F. D. Kuhlmann, Andrey Zhylka

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

Comments 14 pages, 5 figures

Rule-based Key-Point Extraction for MR-Guided Biomechanical Digital Twins of the Spine

Robert Graf, Tanja Lerchl, Kati Nispel, Hendrik Möller, Matan Atad, Julian McGinnis, Julius Maria Watrinet, Johannes Paetzold, Daniel Rueckert, Jan S. Kirschke

机构 * Department of Diagnostic and Interventional Neuroradiology, School of Medicine, TUM University Hospital, Technical University of Munich, München, Germany（诊断与介入神经放射科，医学院，TUM大学医院，慕尼黑技术大学，慕尼黑，德国） ； Institut für KI und Informatik in der Medizin, TUM University Hospital, Technical University of Munich, München, Germany（医学人工智能与医学信息学研究所，TUM大学医院，慕尼黑技术大学，慕尼黑，德国） ； Sports Orthopedics Department, Klinikum Rechts der Isar, Technical University of Munich, München, Germany（运动骨科部门，Rechts der Isar诊所，慕尼黑技术大学，慕尼黑，德国） ； Department of Neurology, School of Medicine, Technical University of Munich, Munich, Germany（神经科，医学院，慕尼黑技术大学，慕尼黑，德国） ； Department of Radiology, Weill Cornell Medicine, New York, USA（放射科，韦尔·科恩医学中心，纽约，美国） ； Department of Computing, Imperial College London, London, UK（计算系，伦敦帝国理工学院，伦敦，英国） 纠错

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

Fracture Detection and Localisation in Wrist and Hand Radiographs using Detection Transformer Variants

Aditya Bagri, Vasanthakumar Venugopal, Anandakumar D, Revathi Ezhumalai, Kalyan Sivasailam, Bargava Subramanian, VarshiniPriya, Meenakumari K S, Abi M, Renita S

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

Comments 18 pages, 21 figures

Multi-TE Single-Quantum Sodium (23Na) MRI: A Clinically Translatable Technique for Separation of Mono- and Bi-T2 Sodium Signals

Yongxian Qian, Ying-Chia Lin, Xingye Chen, Yulin Ge, Yvonne W. Lui, Fernando E. Boada

专题命中 医学影像 ：MRI(title,abstract)

Comments 36 pages and 14 figures. Changed the title and revised the abstract. Updated author list. Re-organized the Main Context and Extended Data plus Supplementary Information. Replaced the terminology of "free"/"bound" sodium with "mono-T2"/"bi-T2" sodium, respectively

Journal ref Scientific Reports 2025

Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users

Ana Lucic, Sheeraz Ahmad, Amanda Furtado Brinhosa, Vera Liao, Himani Agrawal, Umang Bhatt, Krishnaram Kenthapadi, Alice Xiang, Maarten de Rijke, Nicholas Drabowski

机构 * University of Amsterdam, Netherlands（阿姆斯特丹大学） ； Google, USA（谷歌） ； Microsoft Research, Canada（微软研究院） ； University of Cambridge, United Kingdom（剑桥大学） 纠错

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

Comments Accepted to ICML 2022 Workshop on Interpretable ML in Healthcare

Impact of Clinical Image Quality on Efficient Foundation Model Finetuning

Yucheng Tang, Pawel Rajwa, Alexander Ng, Yipei Wang, Wen Yan, Natasha Thorley, Aqua Asif, Clare Allen, Louise Dickinson, Francesco Giganti, Shonit Punwani, Daniel C. Alexander, Veeru Kasivisvanathan, Yipeng Hu

机构 * UCL Hawkes Insitute, University College London Dept. of Medical Physics \& Biomedical Engineering, University College London Division of Surgery \& Interventional Science, University College London Centre of Medical Imaging, University College London Department of Radiology, UCLH NHS Foundation Trust Department of Urology, UCLH NHS Foundation Trust Department of Computer Science, University College London 纠错

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

Comments This paper was accepted to the 1st MICCAI Workshop on Efficient Medical AI (EMA4MICCAI2025) and selected for oral presentation

Lifespan Pancreas Morphology for Control vs Type 2 Diabetes using AI on Largescale Clinical Imaging

Lucas W. Remedios, Chloe Cho, Trent M. Schwartz, Dingjie Su, Gaurav Rudravaram, Chenyu Gao, Aravind R. Krishnan, Adam M. Saunders, Michael E. Kim, Shunxing Bao, Thomas A. Lasko, Alvin C. Powers, Bennett A. Landman, John Virostko

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

Tooth-Diffusion: Guided 3D CBCT Synthesis with Fine-Grained Tooth Conditioning

Said Djafar Said, Torkan Gholamalizadeh, Mostafa Mehdipour Ghazi

机构 * Pioneer Centre for AI, Department of Computer Science, University of Copenhagen Research（先锋人工智能中心、计算机科学系、哥本哈根大学研究） 纠错

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

Comments MICCAI 2025 Workshop on Oral and Dental Image Analysis (ODIN)

Enabling Global Image Data Sharing in the Life Sciences

Peter Bajcsy, Sreenivas Bhattiprolu, Katy Boerner, Beth A Cimini, Lucy Collinson, Jan Ellenberg, Reto Fiolka, Maryellen Giger, Wojtek Goscinski, Matthew Hartley, Nathan Hotaling, Rick Horwitz, Florian Jug, Anna Kreshuk, Emma Lundberg, Aastha Mathur, Kedar Narayan, Shuichi Onami, Anne L. Plant, Fred Prior, Jason Swedlow, Adam Taylor, Antje Keppler

专题命中 医学影像 ：medical image(abstract)；biomedical(abstract)；分类 q-bio

Comments This manuscript (arXiv:2401.13023) is published with a closely related companion entitled, Harmonizing the Generation and Pre-publication Stewardship of FAIR Image Data, which can be found at the following link, arXiv:2401.13022

Topology-Aware Volume Fusion for Spectral Computed Tomography via Histograms and Extremum Graph

Mohit Sharma, Emma Nilsson, Martin Falk, Talha Bin Masood, Lee Jollans, Anders Persson, Tino Ebbers, Ingrid Hotz

专题命中 医学影像 ：CT(abstract)；diagnosis(abstract)

TCFNet: Bidirectional face-bone transformation via a Transformer-based coarse-to-fine point movement network

Runshi Zhang, Bimeng Jie, Yang He, Junchen Wang

机构 * School of Mechanical Engineering and Automation, Beihang University（北京航空航天大学机械工程及自动化学院） ； Peking University School and Hospital of Stomatology（北京大学口腔医学院） 纠错

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

Comments 17 pages, 11 figures

Journal ref Medical Image Analysis 2025

Trichomonas Vaginalis Segmentation in Microscope Images

Lin Li, Jingyi Liu, Shuo Wang, Xunkun Wang, Tian-Zhu Xiang

机构 * Qingdao Huajing Biotechnology CO., LTD（青岛华景生物科技有限公司） ； Ocean University of China（海洋大学） ； Qingdao University of Science and Technology（青岛科技大学） ； Inception Institute of Artificial Intelligence（创启人工智能研究院） 纠错

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

Comments Accepted by MICCAI2022

Journal ref MICCAI2022

Weakly-Convex Regularization for Magnetic Resonance Image Denoising

Akash Prabakar, Abhishek Shreekant Bhandiwad, Abijith Jagannath Kamath, Chandra Sekhar Seelamantula

专题命中 医学影像 ：MRI(abstract)；分类 eess.SP

Comments Presented in ISCS25

Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking

Yiyang Gu, Yougen Zhou, Qin Chen, Ningning Zhou, Jie Zhou, Aimin Zhou, Liang He

机构 * School of Computer Science and Technology, East China Normal University（东华大学计算机科学与技术学院） ； Shanghai Institute of Al for Education, East China Normal University（东华大学上海人工智能教育研究所） ； School of Psychology and Cognitive Science, East China Normal University（东华大学心理学与认知科学学院） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments Accepted by NLPCC 2025

MastitisApp: a software for preventive diagnosis of mastitis in dairy cows

Italo Henrique Souza Mafra, Glauber da Rocha Balthazar

专题命中 诊断辅助 ：diagnosis(title)

Comments Contribuciones a Las Ciencias Sociales, v.17, n.12, p. 01-25, 2024

Polarization-Resolved Chlorophyll Imaging for Non-Invasive Plant Tissue Assessment Using a Silicon-Rich Nitride Metalens Array

Alireza Khalilian, Mehdi Sh. Yeganeh, Konstantin Tsoi, Bowen Yu, Joe Lo, Yasha Yi

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Organ-Agents: Virtual Human Physiology Simulator via LLMs

Rihao Chang, He Jiao, Weizhi Nie, Honglin Guo, Keliang Xie, Zhenhua Wu, Lina Zhao, Yunpeng Bai, Yongtao Ma, Lanjun Wang, Yuting Su, Xi Gao, Weijie Wang, Nicu Sebe, Bruno Lepri, Bingwei Sun

机构 * Tianjin University（天津大学） ； University of Trento（特伦托大学） ； Tianjin Medical University General Hospital（天津医科大学总医院） ； Chest Hospital, Tianjin University（天津大学胸科医院） ； The Affiliated Suzhou Hospital of Nanjing Medical University（南京医科大学附属苏州医院） ； Fondazione Bruno Kessler（布鲁诺·凯斯勒基金会） 纠错

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

Simultaneous Modeling of Disease Screening and Severity Prediction: A Multi-task and Sparse Regularization Approach

Kazuharu Harada, Shuichi Kawano, Masataka Taguri

专题命中 诊断辅助 ：biomedical(abstract)

Comments Expert Systems With Applications (2025)

Controllable Latent Space Augmentation for Digital Pathology

Sofiène Boutaj, Marin Scalbert, Pierre Marza, Florent Couzinie-Devy, Maria Vakalopoulou, Stergios Christodoulidis

机构 * MICS, CentraleSupélec – Université Paris-Saclay（MICS，中央圣艾尔布兰理工大学——巴黎-萨克雷大学） ； Bioptimus, Inc.（Bioptimus公司） ； VitaDX International（VitaDX国际） 纠错

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

Comments Accepted at ICCV 2025

ShizhenGPT: Towards Multimodal LLMs for Traditional Chinese Medicine

Junying Chen, Zhenyang Cai, Zhiheng Liu, Yunjin Yang, Rongsheng Wang, Qingying Xiao, Xiangyi Feng, Zhan Su, Jing Guo, Xiang Wan, Guangjun Yu, Haizhou Li, Benyou Wang

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

BioSonix: Can Physics-Based Sonification Perceptualize Tissue Deformations From Tool Interactions?

Veronica Ruozzi, Sasan Matinfar, Laura Schütz, Benedikt Wiestler, Alberto Redaelli, Emiliano Votta, Nassir Navab

机构 * Department of Electronics Information and Bioengineering（电子信息与生物工程系） ； Politecnico Di Milano（米兰理工学院） ； Technische Universität München（慕尼黑技术大学） ； Neuroradiology Department, Klinikum Rechts der Isar, TU Munich（神经放射科，慕尼黑技术大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心） 纠错

专题命中 生物医学文本 ：biomedical(abstract)

Comments V. Ruozzi and S. Matinfar contributed equally to this work

Journal ref Information Processing in Medical Imaging. IPMI 2025. Lecture Notes in Computer Science, vol 15830. Springer, Cham

Multimode Fiber Imaging Based on Hydrogel Fiber

Lele He, Mengchao Cao, Lili Gui, Jingjing Guo, Xiaosheng Xiao

专题命中 生物医学文本 ：biomedical(abstract)

Comments The main content has been published in 2024 22nd ICOCN (10.1109/ICOCN63276.2024.10648561), and this article provides more detailed information (see the supplementary files)

Deep Learning for Taxol Exposure Analysis: A New Cell Image Dataset and Attention-Based Baseline Model

Sean Fletcher, Gabby Scott, Douglas Currie, Xin Zhang, Yuqi Song, Bruce MacLeod

机构 * Computer Science Department University of Southern Maine Portland, United States（计算机科学系 美国南缅因大学 波士顿，美国） ； Biology Department University of Southern Maine Portland, United States（生物学系 美国南缅因大学 波士顿，美国） 纠错

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

Comments Accepted to the 2025 IEEE International Workshop on Foundations of Machine Learning for Drug Safety (FMLDS), to appear in November 2025

GEPD:GAN-Enhanced Generalizable Model for EEG-Based Detection of Parkinson's Disease

Qian Zhang, Ruilin Zhang, Biaokai Zhu, Xun Han, Jun Xiao, Yifan Liu, Zhe Wang

机构 * Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education,East China University of Science and Technology, Shanghai, China（能源化学过程智能制造重点实验室，教育部，东华大学，上海，中国） ； Shanxi Police College, Taiyuan, Shanxi, China（山西警察学院，山西，中国） ； Intelligent Policing Key Laboratory of Sichuan Province, Sichuan Police College, Luzhou, Sichuan, China（四川省智能警务重点实验室，四川警察学院，泸州，四川，中国） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

Comments Accepted by International Conference on Intelligent Computing(ICIC 2025)

Data-Driven Probabilistic Evaluation of Logic Properties with PAC-Confidence on Mealy Machines

Swantje Plambeck, Ali Salamati, Eyke Huellermeier, Goerschwin Fey

机构 * Hamburg University of Technology（汉堡工业大学） ； Ludwig-Maximilians-Universität München（慕尼黑路德维希-马克西米利安大学） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

The NordDRG AI Benchmark for Large Language Models

Tapio Pitkäranta

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； Aalto University（阿alto大学） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments 23 pages, 4 figures