Papers
33 papers found
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
Ziqi Zhou, Lei Qi, Yinghuan Shi
Class-Aware Adversarial Transformers for Medical Image Segmentation
Chenyu You, Ruihan Zhao, Fenglin Liu et al.
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
Yuanfeng Ji, Haotian Bai, Chongjian GE et al.
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary
Quande Liu, Cheng Chen, Qi Dou et al.
Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation
Junwen Pan, Qi Bi, Yanzhan Yang et al.
Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation
Huifeng Yao, Xiaowei Hu, Xiaomeng Li
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract)
Ruibin Chen, Miao Zhang, Xin Zheng et al.
CycleMix: A Holistic Strategy for Medical Image Segmentation From Scribble Supervision
Ke Zhang, Xiahai Zhuang
Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization
Ziqi Zhou, Lei Qi, Xin Yang et al.
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet
Cheng Peng, Andriy Myronenko, Ali Hatamizadeh et al.
Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation
Jianfeng Wang, Thomas Lukasiewicz
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation
An Xu, Wenqi Li, Pengfei Guo et al.
Dual Contrastive Learning with Anatomical Auxiliary Supervision for Few-Shot Medical Image Segmentation
Huisi Wu, Fangyan Xiao, Chongxin Liang
Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation
Pengfei Guo, Dong Yang, Ali Hatamizadeh et al.
Personalizing Federated Medical Image Segmentation via Local Calibration
Jiacheng Wang, Yueming Jin, Liansheng Wang
Learning Topological Interactions for Multi-Class Medical Image Segmentation
Saumya Gupta, Xiaoling Hu, James Kaan et al.
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation
Zhangfu Dong, Yuting He, Xiaoming Qi et al.
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise
Perspective for Medical Image Segmentation
Huimin Huang, Shiao Xie, Lanfen Lin et al.
Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation
Tao Wang, Jianglin Lu, Zhihui Lai et al.
Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation
Tao Hu, Shiliang Sun, Jing Zhao et al.
Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence
João BS Carvalho, João Santinha, Djordje Miladinovic et al.
AdwU-Net: Adaptive Depth and Width U-Net for Medical Image Segmentation by Differentiable Neural Architecture Search
Ziyan Huang, Zehua Wang, Zhikai Yang et al.
Hybrid Ladder Transformers with Efficient Parallel-Cross Attention for Medical Image Segmentation
Haozhe Luo, Yu Changdong, Raghavendra Selvan
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer
Xiangde Luo, Minhao Hu, Tao Song et al.
Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features
Rasha Sheikh, Thomas Schultz