医学 AI

Benchmarking the Reproducibility of Brain MRI Segmentation Across Scanners and Time

Ekaterina Kondrateva, Sandzhi Barg, Mikhail Vasiliev

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

Diffusion Bridge Models for 3D Medical Image Translation

Shaorong Zhang, Tamoghna Chattopadhyay, Sophia I. Thomopoulos, Jose-Luis Ambite, Paul M. Thompson, Greg Ver Steeg

机构 * University of California Riverside（加州大学河滨分校） ； Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California（加州大学洛杉矶分校医学学院） ； Information Sciences Institute, University of Southern California（加州大学洛杉矶分校信息科学研究所） 纠错

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

SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training

Shuang Zeng, Lei Zhu, Xinliang Zhang, Hangzhou He, Yanye Lu

机构 * Institute of Medical Technology, Peking University Health Science Center, Peking University（北京大学医学部医学技术研究所） ； Department of Biomedical Engineering, Peking University（北京大学生物医学工程系） ； National Biomedical Imaging Center, Peking University（北京大学国家生物医学成像中心） ； Institute of Biomedical Engineering, Shenzhen Bay Laboratory（深圳湾实验室生物医学工程研究所） ； Institute of Biomedical Engineering, Peking University Shenzhen Graduate School（北京大学深圳研究生院生物医学工程研究所） 纠错

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

WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation

Mingya Zhang, Liang Wang, Limei Gu, Tingsheng Ling, Xianping Tao

机构 * Nanjing University（南京大学） ； Jiangsu Provincial Hospital of Traditional Chinese Medicine（江苏省中医药研究院） 纠错

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

Comments 6 pages

A Brain Age Residual Biomarker (BARB): Leveraging MRI-Based Models to Detect Latent Health Conditions in U.S. Veterans

Shahrzad Jamshidi, Arthur Bousquet, Sugata Banerji, Mark F. Conneely, Bita Aslrousta

机构 * Department of Mathematics and Computer Science, Lake Forest College（数学与计算机科学系，拉克森林学院） ； Captain James A. Lovell Federal Health Care Center（詹姆斯·A·洛夫联邦医疗中心） ； Rosalind Franklin University of Medicine and Science（罗莎琳德·弗兰克林医学院和科学大学） 纠错

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

Comments Submitted to NeuroImage

Multi-Parameter Molecular MRI Quantification using Physics-Informed Self-Supervised Learning

Alex Finkelstein, Nikita Vladimirov, Moritz Zaiss, Or Perlman

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

Comments This project was funded by the European Union (ERC, BabyMagnet, project no. 101115639), the Ministry of Innovation, Science and Technology, Israel, and a grant from the Tel Aviv University Center for AI and Data Science (TAD, The Blavatnik AI and Data Science Fund). None of above can be held responsible for views and opinions expressed, which are those of the authors alone

Journal ref Commun Phys 8, 164 (2025)

Dual Deep Learning Approach for Non-invasive Renal Tumour Subtyping with VERDICT-MRI

Snigdha Sen, Lorna Smith, Lucy Caselton, Joey Clemente, Maxine Tran, Shonit Punwani, David Atkinson, Richard L Hesketh, Eleftheria Panagiotaki

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

Comments 19 pages, 9 figures

Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution

Zexin Ji, Beiji Zou, Xiaoyan Kui, Sebastien Thureau, Su Ruan

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

Tumor likelihood estimation on MRI prostate data by utilizing k-Space information

M. Rempe, F. Hörst, C. Seibold, B. Hadaschik, M. Schlimbach, J. Egger, K. Kröninger, F. Breuer, M. Blaimer, J. Kleesiek

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

Deep Image prior with StruCtUred Sparsity (DISCUS) for dynamic MRI reconstruction

Muhammad A. Sultan, Chong Chen, Yingmin Liu, Xuan Lei, Rizwan Ahmad

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

Comments To appear in 2024 ISBI

Surface Coil Intensity Correction for MRI

Xuan Lei, Philip Schniter, Chong Chen, Muhammad A. Sultan, Rizwan Ahmad

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

AI analysis of medical images at scale as a health disparities probe: a feasibility demonstration using chest radiographs

Heather M. Whitney, Hui Li, Karen Drukker, Elbert Huang, Maryellen L. Giger

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

Comments 21 pages, 4 figures

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?

Qiaoyu Zheng, Chaoyi Wu, Pengcheng Qiu, Lisong Dai, Ya Zhang, Yanfeng Wang, Weidi Xie

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

3D Universal Lesion Detection and Tagging in CT with Self-Training

Jared Frazier, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers

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

Comments Published at SPIE Medical Imaging 2023

A Large Model for Non-invasive and Personalized Management of Breast Cancer from Multiparametric MRI

Luyang Luo, Mingxiang Wu, Mei Li, Yi Xin, Qiong Wang, Varut Vardhanabhuti, Winnie CW Chu, Zhenhui Li, Juan Zhou, Pranav Rajpurkar, Hao Chen

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

Comments Nature Communications 2025

Autism Spectrum Disorder Classification with Interpretability in Children based on Structural MRI Features Extracted using Contrastive Variational Autoencoder

Ruimin Ma, Ruitao Xie, Yanlin Wang, Jintao Meng, Yanjie Wei, Wenhui Xi, Yi Pan

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

Journal ref Big Data Mining and Analytics, 2024, 7(3): 781-793

FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only

Edern Le Bot, Rémi Giraud, Boris Mansencal, Thomas Tourdias, Josè V. Manjon, Pierrick Coupé

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

Comments 9 pages, 6 figures

SelfMedHPM: Self Pre-training With Hard Patches Mining Masked Autoencoders For Medical Image Segmentation

Yunhao Lv, Lingyu Chen, Jian Wang, Yangxi Li, Fang Chen

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

Comments arXiv admin note: text overlap with arXiv:2304.05919 by other authors

WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation

Md Mahfuz Al Hasan, Mahdi Zaman, Abdul Jawad, Alberto Santamaria-Pang, Ho Hin Lee, Ivan Tarapov, Kyle See, Md Shah Imran, Antika Roy, Yaser Pourmohammadi Fallah, Navid Asadizanjani, Reza Forghani

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

Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models

Lin Zhao, Xiao Chen, Eric Z. Chen, Yikang Liu, Terrence Chen, Shanhui Sun

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

FlowMRI-Net: A Generalizable Self-Supervised 4D Flow MRI Reconstruction network

Luuk Jacobs, Marco Piccirelli, Valery Vishnevskiy, Sebastian Kozerke

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

Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation

Zahra TehraniNasab, Amar Kumar, Tal Arbel

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

Comments 10 pages

Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study

Soumitri Chattopadhyay, Basar Demir, Marc Niethammer

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

Divide to Conquer: A Field Decomposition Approach for Multi-Organ Whole-Body CT Image Registration

Xuan Loc Pham, Mathias Prokop, Bram van Ginneken, Alessa Hering

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

Sparse Bayesian Learning for Label Efficiency in Cardiac Real-Time MRI

Felix Terhag, Philipp Knechtges, Achim Basermann, Anja Bach, Darius Gerlach, Jens Tank, Raúl Tempone

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

Reducing CT Metal Artifacts by Learning Latent Space Alignment with Gemstone Spectral Imaging Data

Wencheng Han, Dongqian Guo, Xiao Chen, Pang Lyu, Yi Jin, Jianbing Shen

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

SACB-Net: Spatial-awareness Convolutions for Medical Image Registration

Xinxing Cheng, Tianyang Zhang, Wenqi Lu, Qingjie Meng, Alejandro F. Frangi, Jinming Duan

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

Comments CVPR 2025

Show and Segment: Universal Medical Image Segmentation via In-Context Learning

Yunhe Gao, Di Liu, Zhuowei Li, Yunsheng Li, Dongdong Chen, Mu Zhou, Dimitris N. Metaxas

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

Comments CVPR 2025

A Comprehensive Analysis of Mamba for 3D Volumetric Medical Image Segmentation

Chaohan Wang, Yutong Xie, Qi Chen, Yuyin Zhou, Qi Wu

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

RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation

Yazhou Zhu, Minxian Li, Qiaolin Ye, Shidong Wang, Tong Xin, Haofeng Zhang

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

Comments More details should be included, and more experiments