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