科学与医疗

医学 AI

医学智能、临床 AI、医学影像、病理、诊断和医疗健康大模型。

2025-10-24 至 2025-10-24 共收录 5 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学影像 5 篇

2510.20196 2025-10-24 cs.CV 79%

A Structured Review and Quantitative Profiling of Public Brain MRI Datasets for Foundation Model Development

Minh Sao Khue Luu, Margaret V. Benedichuk, Ekaterina I. Roppert, Roman M. Kenzhin, Bair N. Tuchinov

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2505.19256 2025-10-24 cs.CV physics.med-ph 70%

PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations

Vivek Gopalakrishnan, Neel Dey, Polina Golland

机构 * MIT（麻省理工学院）

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

Comments NeurIPS 2025. Code available at https://github.com/eigenvivek/polypose

2510.20011 2025-10-24 cs.CV cs.LG 62%

Improving Predictive Confidence in Medical Imaging via Online Label Smoothing

Kushan Choudhury, Shubhrodeep Roy, Ankur Chanda, Shubhajit Biswas, Somenath Kuiry

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

Comments Accepted and presented in International Conference on Advancing Science and Technologies in Health Science

2510.20754 2025-10-24 cs.CV 57%

ACS-SegNet: An Attention-Based CNN-SegFormer Segmentation Network for Tissue Segmentation in Histopathology

Nima Torbati, Anastasia Meshcheryakova, Ramona Woitek, Diana Mechtcheriakova, Amirreza Mahbod

机构 * Research Center for Medical Image Analysis（医学图像分析研究中心）； Artificial Intelligence, Department of Medicine, Faculty of Medicine（人工智能，医学系，医学学院）； Dentistry, Danube Private University Department of Pathophysiology（牙科，丹ube私立大学病理学系）； Allergy Research, Center of Pathophysiology, Infectiology（过敏研究，病理学中心，感染学）； Immunology, Medical University of Vienna Comprehensive Center for AI in Medicine (CAIM), Medical University of Vienna（免疫学，维也纳医学大学人工智能医学中心（CAIM），维也纳医学大学）

专题命中医学影像：diagnosis(abstract)；分类 cs.CV

Comments 5 pages

2506.05821 2025-10-24 cs.CV cs.AI 57%

FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks

Quansong He, Xiangde Min, Kaishen Wang, Tao He

机构 * College of Computer Science, Sichuan University, Chengdu, China（四川大学计算机学院）； Tongji Hospital Tongji Medical College, Huazhong University of Science（华中科技大学同济医院同济医学院）； Department of Computer Science, University of Maryland, College Park, America (Work done prior to joining University of Maryland)（马里兰大学计算机系）

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

Comments Updated author information to clarify institutional affiliation. The research was conducted prior to the author joining the University of Maryland