医学 AI

Cardiac-CLIP: A Vision-Language Foundation Model for 3D Cardiac CT Images

Yutao Hu, Ying Zheng, Shumei Miao, Xiaolei Zhang, Jiahao Xia, Yaolei Qi, Yiyang Zhang, Yuting He, Qian Chen, Jing Ye, Hongyan Qiao, Xiuhua Hu, Lei Xu, Jiayin Zhang, Hui Liu, Minwen Zheng, Yining Wang, Daimin Zhang, Ji Zhang, Wenqi Shao, Yun Liu, Longjiang Zhang, Guanyu Yang

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

Comparative Analysis of Vision Transformers and Convolutional Neural Networks for Medical Image Classification

Kunal Kawadkar

机构 * Department of Data Science and Applications（数据科学与应用系） ； Indian Institute of Technology Madras（印度理工学院马德拉斯学院） 纠错

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

Comments 9 pages, 8 figures, 3 tables. Submitted to IEEE Access

Semantic Segmentation of iPS Cells: Case Study on Model Complexity in Biomedical Imaging

Maoquan Zhang, Bisser Raytchev, Xiujuan Sun

机构 * Graduate School of Advanced Science and Engineering, Hiroshima University（广岛大学先进科学与工程研究生院） ； Department of Computer Science, Weifang University of Science and Technology（潍坊科技学院计算机科学系） 纠错

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

Comments 19th International Conference on Machine Vision Applications MVA2025

Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi-supervised Medical Image Segmentation

Han Wu, Chong Wang, Zhiming Cui

机构 * School of Biomedical Engineering & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University（生物医学工程学院及先进医疗材料与器件国家重点实验室，上海科技大学） ； Lingang Laboratory（临港实验室） ； Department of Radiology, Stanford University（放射科，斯坦福大学） 纠错

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

Comments IEEE TMI

Semantics versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification

Yuan Tian, Shuo Wang, Rongzhao Zhang, Zijian Chen, Yankai Jiang, Chunyi Li, Xiangyang Zhu, Fang Yan, Qiang Hu, XiaoSong Wang, Guangtao Zhai

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Institute of Image Communication and Network Engineering, Shanghai Jiao Tong Unversity（图像通信与网络工程学院，上海交通大学） ； Cooperative Medianet Innovation Center, Shanghai Jiao Tong Unversity（合作中网创新中心，上海交通大学） 纠错

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

Comments Accepted to ICCV2025;

Enhancing and Accelerating Brain MRI through Deep Learning Reconstruction Using Prior Subject-Specific Imaging

Amirmohammad Shamaei, Alexander Stebner, Salome, Bosshart, Johanna Ospel, Gouri Ginde, Mariana Bento, Roberto Souza

机构 * Department of Electrical and Software Engineering, University of Calgary（电气与软件工程系，卡尔加里大学） ； Departments of Radiology and Clinical Neuroscience, University of Calgary（放射学与临床神经科学系，卡尔加里大学） ； Department of Biomedical Engineering, University of Calgary（生物医学工程系，卡尔加里大学） ； Department of Radiology, University Hospital Basel（放射学系，巴塞尔大学医院） ； Department of Neurology, University Hospital Basel（神经病学系，巴塞尔大学医院） ； Hotchkiss Brain Institute, University of Calgary（霍奇基斯脑研究所，卡尔加里大学） 纠错

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

Quantum Boltzmann Machines using Parallel Annealing for Medical Image Classification

Daniëlle Schuman, Mark V. Seebode, Tobias Rohe, Maximilian Balthasar Mansky, Michael Schroedl-Baumann, Jonas Stein, Claudia Linnhoff-Popien, Florian Krellner

机构 * Aqarios GmbH（Aqarios公司） 纠错

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

Comments 12 pages, 5 figures (10 if counting subfigures), 2 tables. To be published in the proceedings of the 2025 IEEE International Conference on Quantum Computing and Engineering (QCE)

Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning

Liam Chalcroft, Jenny Crinion, Cathy J. Price, John Ashburner

机构 * Department of Imaging Neuroscience, University College London, UK（影像神经科学系，伦敦大学学院，英国） ； Institute of Cognitive Neuroscience, University College London, UK（认知神经科学研究所，伦敦大学学院，英国） 纠错

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

MEDebiaser: A Human-AI Feedback System for Mitigating Bias in Multi-label Medical Image Classification

Shaohan Shi, Yuheng Shao, Haoran Jiang, Yunjie Yao, Zhijun Zhang, Xu Ding, Quan Li

专题命中 医学影像 ：medical image(title,abstract)

Comments Will appear at UIST2025

SwinECAT: A Transformer-based fundus disease classification model with Shifted Window Attention and Efficient Channel Attention

Peiran Gu, Teng Yao, Mengshen He, Fuhao Duan, Feiyan Liu, RenYuan Peng, Bao Ge

机构 * School of Physics and Information Technology（物理与信息学院） ； Shaanxi Normal University（陕西师范大学） ； School of Computer Science and Engineering（计算机科学与工程学院） ； Central South University（中南大学） 纠错

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

Comments 17 pages

Fairness and Robustness of CLIP-Based Models for Chest X-rays

Théo Sourget, David Restrepo, Céline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou

机构 * MICS, CentraleSupélec - Université Paris-Saclay（MICS，中央超导学院——巴黎萨克雷大学） ； CONICET, Universidad de Buenos Aires（CONICET，布宜诺斯艾利斯大学） 纠错

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

Comments Accepted for publication at the FAIMI MICCAI workshop 2025

Does magnetic field promote or suppress fragmentation in AGN disks? Results from local shearing box simulations with simple cooling

Tsun Hin Navin Tsung, Mitchell C. Begelman, Philip J. Armitage, Yan-Fei Jiang, Hannalore J. Gerling-Dunsmore

专题命中 医学影像 ：MRI(abstract)

Comments Accepted for publication in MNRAS. 21 pages, 26 figures

Conformally Kähler structures

Maciej Dunajski, A. Rod Gover

专题命中 医学影像 ：CT(abstract)

Comments Final version. To appear in the Proceedings of the Royal Society of Edinburgh