上海市医学图像处理与计算机辅助手术重点实验室

Deep-learning-based 3D multi-view multi-parametric MRI fusion model for preoperative T-staging of rectal cancerSiyu Liu; Peng Zheng; Haoran Wang; Qingyang Feng; Jia...

Beyond the Distribution: Perturbation Toward Domain Distribution Boundary for Strengthening Generalizable Semi-Supervised SegmentationShiman Li, Jiayue Zhao,Yi Hao,...

BGProReg: A biomechanically generative framework for prostate MRI-TRUS deformable image registrationYi Hao, Shiman Li, Jiayue Zhao, Chenxi Zhang☨Information Fusion(...

CoroPCRNet: Integrative prediction of hemodynamically significant coronary stenosis by fusing point cloud network and radiomics featureZiyue Xie, Wei He, Xiaoyu Liu...

Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ SegmentationXiaoyu Liu, Linhao Qu, Ziyue Xie,Yonghong Shi☨,Zhijian Song☨IEEE Transactions on M...

DH-Mamba: Exploring Dual-domain HierarchicalState Space Models for MRI ReconstructionYucong Meng, Zhiwei Yang, Kexue Fu, Zhijian Song☨, Yonghong Shi☨IEEE Transactio...

DDFP: Data-dependent frequency prompt for source free domain adaptation of medical image segmentationSiqi Yin, Shaolei Liu, Manning Wang☨Knowledge-Based Systems(IF=...

FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases SegmentationZijiang Liu, Xiaoyu Liu, Linhao Qu,Yonghong Shi☨NeuroComputing(IF=...

Dual-Stage Clean-Sample Selection for Incremental Noisy Label LearningJianyang Li, Xin Ma☨,Yonghong Shi☨Bioengineering(IF=3.7)Abstract  Class-incremental learning (...

Multi-Label Conditioned Diffusion for Cardiac MR Image Augmentation and SegmentationJianyang Li, Xin Ma☨,Yonghong Shi☨Bioengineering(IF=3.7)AbstractAccurate segment...