Domain Composition and Attention for Unseen-Domain Generalizable Medical
Image Segmentation

Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation

18 September 2021

Jingyang Zhang

Guotai Wang

Papers citing "Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation"

13 / 13 papers shown

Title
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans Jun Li Yuyao Zhang Haibo Shi Minhong Li Qiwei Li Xiaohua Qian MedIm 34 0 0 03 May 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan V. Oseledets OOD 39 0 0 24 Feb 2025
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 2024
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation Wentian Xu Matthew Moffat Thalia Seale Ziyun Liang Felix Wagner ... David Menon Virginia Newcombe Natalie Voets Abhirup Banerjee Konstantinos Kamnitsas 36 3 0 28 May 2024
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation Jianghao Wu Guotai Wang Ran Gu Tao Lu Yinan Chen Wentao Zhu Tom Kamiel Magda Vercauteren Sébastien Ourselin Shaoting Zhang MedIm OOD 15 22 0 19 Sep 2023
MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation Fubao Zhu Yanhui Tian Chuang Han Yanting Li Ji Nan Ni Yao Weihua Zhou OOD 11 1 0 29 Jun 2023
Compositionally Equivariant Representation Learning Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris CoGe OOD 24 2 0 13 Jun 2023
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Ran Gu Guotai Wang Jiangshan Lu Jingyang Zhang Wenhui Lei ... Wenjun Liao Shichuan Zhang Kang Li Dimitris N. Metaxas Shaoting Zhang MedIm 26 29 0 22 Nov 2022
vMFNet: Compositionality Meets Domain-generalised Segmentation Xiao Liu Spyridon Thermos Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris 27 12 0 29 Jun 2022
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation Birk Torpmann-Hagen Vajira Thambawita K. Glette P. Halvorsen Michael A. Riegler 21 3 0 30 May 2022
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation Ran Gu Jiangshan Lu Jingyang Zhang Wenhui Lei Xiaofan Zhang Guotai Wang Shaoting Zhang 10 2 0 13 May 2022
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Cheng Ouyang C. L. P. Chen Surui Li Zeju Li C. Qin Wenjia Bai Daniel Rueckert OOD 30 155 0 24 Nov 2021
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Shishuai Hu Zehui Liao Jianpeng Zhang Yong-quan Xia OOD MedIm 19 56 0 13 Sep 2021