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)

Analyzing the Impact of Adversarial Examples on Explainable Machine Learning

Prathyusha Devabhakthini, Sasmita Parida, Raj Mani Shukla, Suvendu Chandan Nayak, Tapadhir Das

机构 * School of Computing and Information Science, Anglia Ruskin University, Cambridge, UK（计算与信息科学学院，安格利亚 Ruskin 大学） ； Department of Computer Science and Engineering, Silicon University, Odisha, India（计算机科学与工程系，硅大学） ； Department of Computer Science, University of the Pacific, Stockton, USA（计算机科学系，太平洋大学） 纠错

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

Crossing-Preserving Geodesic Tracking on Spherical Images

Nicky J. van den Berg, Finn M. Sherry, Tos T. J. M. Berendschot, Remco Duits

专题命中 诊断辅助 ：diagnosis(abstract)

Comments First two listed authors are joint main authors; Accepted at SSVM 2025

AdaFusion: Prompt-Guided Inference with Adaptive Fusion of Pathology Foundation Models

Yuxiang Xiao, Yang Hu, Bin Li, Tianyang Zhang, Zexi Li, Huazhu Fu, Jens Rittscher, Kaixiang Yang

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

Comments 6 Tables, 11 Figures

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods

Carmen Jimenez-Mesa, Yizhou Wan, Guilio Sansone, Francisco J. Martinez-Murcia, Javier Ramirez, Pietro Lio, Juan M. Gorriz, Stephen J. Price, John Suckling, Michail Mamalakis

机构 * Department of Communication Engineering University of Málaga（通信工程系马德里大学） ； Department of Clinical Neurosciences University of Cambridge（临床神经科学系剑桥大学） ； Department of Neuroscience University of Padova（神经科学系帕多瓦大学） ； Department of Signal Theory, Telematics and Communications, University of Granada（信号理论、电信与通信系格拉纳达大学） ； Department of Computer Science and Technology University of Cambridge（计算机科学与技术系剑桥大学） ； Department of Psychiatry University of Cambridge（精神病学系剑桥大学） ； NHS Foundation Trust United Kingdom（国家健康服务基金会信托英国） 纠错

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

Comments 18 pages, 6 figures

MedM-VL: What Makes a Good Medical LVLM?

Yiming Shi, Shaoshuai Yang, Xun Zhu, Haoyu Wang, Xiangling Fu, Miao Li, Ji Wu

机构 * Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； College of AI, Tsinghua University（清华大学人工智能学院） ； Beijing National Research Center for Information Science and Technology（北京信息科学与技术国家研究中心） ； School of Computer Science, Beijing University of Posts and Telecommunications（北京邮电大学计算机学院） 纠错

专题命中 医疗多模态 ：medical image(abstract)；CT(abstract)；分类 cs.CV

BIBERT-Pipe on Biomedical Nested Named Entity Linking at BioASQ 2025

Chunyu Li, Xindi Zheng, Siqi Liu

机构 * Individual Researcher（独立研究者） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)

Demonstrating Narrative Pattern Discovery from Biomedical Literature

Hermann Kroll, Pascal Sackhoff, Bill Matthias Thang, Christin Katharina Kreutz, Wolf-Tilo Balke

专题命中 生物医学文本 ：biomedical(title,abstract)

Comments Accepted Demo at TPDL2025, 10 pages, 3 figures

Bayesian Semiparametric Joint Modeling of Gap-Time Distribution for Multitype Recurrent Events and a Terminal Event

Mithun Kumar Acharjee, AKM Fazlur Rahman

专题命中 生物医学文本 ：biomedical(abstract)

Uncertainty-Aware Tabular Prediction: Evaluating VBLL-Enhanced TabPFN in Safety-Critical Medical Data

Madhushan Ramalingam

机构 * Engineering University of Moratuwa Sri Lanka（穆塔瓦大学工程学院） 纠错

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