医学 AI

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

MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation

Bin Xie, Hao Tang, Bin Duan, Dawen Cai, Yan Yan, Gady Agam

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

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation

Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi

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

Comments Accepted by CVPR 2025

CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention

Yaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou

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

Comments MICCAI 2024

Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation

Zanting Ye, Xiaolong Niu, Xuanbin Wu, Wenxiang Yi, Yuan Chang, Lijun Lu

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

Comments 18 pages, 7 figures, 6 tables

AI and Deep Learning for Automated Segmentation and Quantitative Measurement of Spinal Structures in MRI

Praveen Shastry, Bhawana Sonawane, Kavya Mohan, Naveen Kumarasami, Raghotham Sripadraj, Anandakumar D, Keerthana R, Mounigasri M, Kaviya SP, Kishore Prasath Venkatesh, Bargava Subramanian, Kalyan Sivasailam

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

Comments 16 pages, 2 figures

Weakly Supervised Spatial Implicit Neural Representation Learning for 3D MRI-Ultrasound Deformable Image Registration in HDR Prostate Brachytherapy

Jing Wang, Ruirui Liu, Yu Lei, Michael J. Baine, Tian Liu, Yang Lei

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

Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning

Pengcheng Zhou, Lantian Zhang, Wei Li

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

Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging

Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi

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

Systematic Review on Learning-based Spectral CT

Alexandre Bousse, Venkata Sai Sundar Kandarpa, Simon Rit, Alessandro Perelli, Mengzhou Li, Guobao Wang, Jian Zhou, Ge Wang

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

Comments 26 pages, 5 figures

Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation

Xingguo Lv, Xingbo Dong, Liwen Wang, Jiewen Yang, Lei Zhao, Bin Pu, Zhe Jin, Xuejun Li

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

Pairwise Similarity Regularization for Semi-supervised Graph Medical Image Segmentation

Jialu Zhou, Dianxi Shi, Shaowu Yang, Chunping Qiu, Luoxi Jing, Mengzhu Wang

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

A Speech-to-Video Synthesis Approach Using Spatio-Temporal Diffusion for Vocal Tract MRI

Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Fangxu Xing, Xiaofeng Liu, Maureen Stone, Jiachen Zhuo, Juan Rafael Orozco-Arroyave, Elmar Nöth, Jana Hutter, Jerry L. Prince, Andreas Maier, Jonghye Woo

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

Memory-Efficient 3D High-Resolution Medical Image Synthesis Using CRF-Guided GANs

Mahshid Shiri, Alessandro Bruno, Daniele Loiacono

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

Comments Accepted to Artificial Intelligence for Healthcare Applications, 3rd International Workshop ICPR 2024

Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation

Xiuzhen Guo, Lianyuan Yu, Ji Shi, Na Lei, Hongxiao Wang

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

GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation

Lianyuan Yu, Xiuzhen Guo, Ji Shi, Hongxiao Wang, Hongwei Li

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

Segmentation-Guided CT Synthesis with Pixel-Wise Conformal Uncertainty Bounds

David Vallmanya Poch, Yorick Estievenart, Elnura Zhalieva, Sukanya Patra, Mohammad Yaqub, Souhaib Ben Taieb

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

Comments MICCAI 2025 Conference Submission. Follows the required LNCS format. 12 pages including references. Contains 4 figures and 1 table

Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images

Suhyun Ahn, Wonjung Park, Jihoon Cho, Seunghyuck Park, Jinah Park

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

Comments 17 pages, 18 figures, accepted @ WACV 2025

Journal ref Proceedings of the Winter Conference on Applications of Computer Vision (WACV), pp. 85-95, Feb. 2025

Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation

Pengchen Liang, Haishan Huang, Bin Pu, Jianguo Chen, Xiang Hua, Jing Zhang, Weibo Ma, Zhuangzhuang Chen, Yiwei Li, Qing Chang

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

Comments 29 pages, 10 figures, 16 tables

Low contrast detection and super-resolution in CT images: evaluation of a novel approach based on Centroidal Voronoi Tessellation

Lorenzo Lasagni

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

Comments 9 pages, 6 figures

Journal ref SIF Congress 2022

Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation

Lei Zhu, Yanyu Xu, Huazhu Fu, Xinxing Xu, Rick Siow Mong Goh, Yong Liu

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

Comments Accepted to MLMI 2024

WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining

Haoran Wang, Lian Huai, Wenbin Li, Lei Qi, Xingqun Jiang, Yinghuan Shi

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

TractCloud-FOV: Deep Learning-based Robust Tractography Parcellation in Diffusion MRI with Incomplete Field of View

Yuqian Chen, Leo Zekelman, Yui Lo, Suheyla Cetin-Karayumak, Tengfei Xue, Yogesh Rathi, Nikos Makris, Fan Zhang, Weidong Cai, Lauren J. O'Donnell

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

Deep Learning-Based Diffusion MRI Tractography: Integrating Spatial and Anatomical Information

Yiqiong Yang, Yitian Yuan, Baoxing Ren, Ye Wu, Yanqiu Feng, Xinyuan Zhang

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

XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification

Xiaoyu Zheng, Xu Chen, Shaogang Gong, Xavier Griffin, Greg Slabaugh

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