医学 AI

Multi-pathology Chest X-ray Classification with Rejection Mechanisms

Yehudit Aperstein, Amit Tzahar, Alon Gottlib, Tal Verber, Ravit Shagan Damti, Alexander Apartsin

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

Comments 12 pages, 4 figures

PL-Net: Progressive Learning Network for Medical Image Segmentation

Kunpeng Mao, Ruoyu Li, Junlong Cheng, Danmei Huang, Zhiping Song, ZeKui Liu

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

GLOMIA-Pro: A Generalizable Longitudinal Medical Image Analysis Framework for Disease Progression Prediction

Shuaitong Zhang, Yuchen Sun, Yong Ao, Xuehuan Zhang, Ruoshui Yang, Jiantao Xu, Zuwu Ai, Haike Zhang, Xiang Yang, Yao Xu, Kunwei Li, Duanduan Chen

机构 * School of Medical Technology, Beijing Institute of Technology（北京理工大学医学技术学院） ； Department of Thoracic Surgery, Sun Yat-sen University Cancer Center（中山大学肿瘤医院胸外科部门） ； Department of Radiology, The Fifth Affiliated Hospital of Sun Yat-sen University（中山大学第五附属医院放射科部门） ； Beijing Duanliu Medical Technology Co., Ltd.（北京杜流医疗科技有限公司） 纠错

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

Comments This work has been submitted to the IEEE for possible publication

Robustness and Diagnostic Performance of Super-Resolution Fetal Brain MRI

Ema Masterl, Tina Vipotnik Vesnaver, Žiga Špiclin

机构 * Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia（卢布尔雅那大学医学学院） ； University Medical Centre Ljubljana, Ljubljana, Slovenia（卢布尔雅那大学医学中心） ； Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia（卢布尔雅那大学电气工程学院） 纠错

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

Comments Accepted at the PIPPI Workshop of MICCAI 2025

Surrogate Supervision for Robust and Generalizable Deformable Image Registration

Yihao Liu, Junyu Chen, Lianrui Zuo, Shuwen Wei, Brian D. Boyd, Carmen Andreescu, Olusola Ajilore, Warren D. Taylor, Aaron Carass, Bennett A. Landman

机构 * Department of Electrical and Computer Engineering, Vanderbilt University（维斯尼尔大学电气与计算机工程系） ； Department of Radiology and Radiological Science, Johns Hopkins Medical School（约翰霍普金斯医学学校放射学与放射科学系） ； Image Analysis and Communications Laboratory in the Department of Electrical and Computer Engineering, Johns Hopkins University（约翰霍普金斯大学电气与计算机工程系图像分析与通信实验室） ； Center for Cognitive Medicine, Department of Psychiatry and Behavioral Science, Vanderbilt University Medical Center（维斯尼尔大学医学中心认知医学中心） ； University of Pittsburgh, School of Medicine（匹兹堡大学医学院） 纠错

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

SSL-AD: Spatiotemporal Self-Supervised Learning for Generalizability and Adaptability Across Alzheimer's Prediction Tasks and Datasets

Emily Kaczmarek, Justin Szeto, Brennan Nichyporuk, Tal Arbel

机构 * Centre for Intelligent Machines, McGill University, Montreal, Canada（智能机器中心，麦吉尔大学，加拿大） ； Mila -- Quebec AI Institute, Montreal, Canada（魁北克人工智能研究所，加拿大） 纠错

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

Automated Tuning for Diffusion Inverse Problem Solvers without Generative Prior Retraining

Yaşar Utku Alçalar, Junno Yun, Mehmet Akçakaya

机构 * Department of Electrical \& Computer Engineering, University of Minnesota, MN, USA ； Center for Magnetic Resonance Research, University of Minnesota, MN, USA 纠错

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

Comments IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2025

GLAM: Geometry-Guided Local Alignment for Multi-View VLP in Mammography

Yuexi Du, Lihui Chen, Nicha C. Dvornek

机构 * Department of Biomedical Engineering（生物医学工程系） ； Department of Radiology & Biomedical Imaging（放射科与生物医学成像系） ； Yale University（耶鲁大学） 纠错

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

Comments Accepted by MICCAI 2025

Integrative Variational Autoencoders for Generative Modeling of an Image Outcome with Multiple Input Images

Bowen Lei, Yeseul Jeon, Rajarshi Guhaniyogi, Aaron Scheffler, Bani Mallick, Alzheimer's Disease Neuroimaging Initiatives

机构 * Alzheimer’s Disease Neuroimaging Initiatives（阿尔茨海默病神经成像计划） 纠错

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

A Comprehensive Pipeline for Aortic Segmentation and Shape Analysis

Nairouz Shehata, Amr Elsawy, Mohamed Nagy, Muhammad ElMahdy, Mariam Ali, Soha Romeih, Heba Aguib, Magdi Yacoub, Ben Glocker

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

Comments STACOM 2025 with MICCAI 2025

Grad-CL: Source Free Domain Adaptation with Gradient Guided Feature Disalignment

Rini Smita Thakur, Rajeev Ranjan Dwivedi, Vinod K Kurmi

机构 * Department of Data Science and Engineering（数据科学与工程系） ； Indian Institute of Science Education and Research Bhopal（印度科学教育与研究学院博帕尔） 纠错

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

Comments Accepted in BMVC 2025

Segment Anything for Cell Tracking

Zhu Chen, Mert Edgü, Er Jin, Johannes Stegmaier

机构 * Institute of Imaging and Computer Vision, RWTH Aachen University, Germany（成像与计算机视觉研究所，亚琛工业大学，德国） 纠错

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

SFD-Mamba2Net: Structure-Guided Frequency-Enhanced Dual-Stream Mamba2 Network for Coronary Artery Segmentation

Nan Mu, Ruiqi Song, Zhihui Xu, Jingfeng Jiang, Chen Zhao

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

Semi-Supervised Learning for Dose Prediction in Targeted Radionuclide: A Synthetic Data Study

Jing Zhang, Alexandre Bousse, Chi-Hieu Pham, Kuangyu Shi, Julien Bert

机构 * LaTIM, INSERM-UMR1101, University of Brest（拉蒂姆、INSERM-UMR1101、布列塔尼大学） ； University of Bern（伯尔尼大学） 纠错

专题命中 医学影像 ：CT(abstract)；分类 cs.LG

Comments 12 pages, 13 figures, 5 tables

Orthogonality between cellulose nanocrystals and a low-molecular weight gelator

Thuy-Linh Phi, Eero Kontturi, Niki Baccile

专题命中 医学影像 ：biomedical(abstract)

Journal ref Journal of Colloid and Interface Science, 2025, pp.138995

Laplace-Fourier linear stability analysis of non-relativistic magnetized rotational jets: mode identification by Hamiltonian analysis and the occurrence of mode transitions

Wu Fan, Yamada Shoichi

专题命中 医学影像 ：MRI(abstract)

Comments 25 pages, 10 figures

Mapping of discrete range modulated proton radiograph to water-equivalent path length using machine learning

Atiq Ur Rahman, Chun-Chieh Wang, Shu-Wei Wu, Tsi-Chian Chao, I-Chun Cho

专题命中 医学影像 ：CT(abstract)

Impact of deep learning model uncertainty on manual corrections to auto-segmentation in prostate cancer radiotherapy

Viktor Rogowski, Angelica Svalkvist, Matteo Maspero, Tomas Janssen, Federica Carmen Maruccio, Jenny Gorgisyan, Jonas Scherman, Ida Häggström, Victor Wåhlstrand, Adalsteinn Gunnlaugsson, Martin P Nilsson, Mathieu Moreau, Nándor Vass, Niclas Pettersson, Christian Jamtheim Gustafsson

专题命中 医学影像 ：MRI(abstract)