Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation

18 January 2021

Lei Qi

Papers citing "Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation"

31 / 31 papers shown

Title
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
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Qiang Qiao Wenyu Wang Meixia Qu Kun Su Bin Jiang Qiang Guo 25 2 0 07 Sep 2024
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Haifan Gong Yitao Wang Yihan Wang Jiashun Xiao Xiang Wan Haofeng Li MedIm 36 2 0 12 Aug 2024
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View Jianan Fan Dongnan Liu Canran Li Hang Chang Heng-Chiao Huang Filip Braet Mei Chen Weidong Cai 45 4 0 14 Jul 2024
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Qixiang Zhang Haonan Wang X. Li 39 0 0 10 Jul 2024
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Zihao Luo Xiangde Luo Zijun Gao Guotai Wang OOD 31 1 0 03 Jul 2024
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Jianghao Wu Dong Guo Guotai Wang Qian Yue H. Yu Kang Li Shaoting Zhang OOD 32 3 0 07 Apr 2024
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation Bingnan Li Zhitong Gao Xuming He MedIm OOD 24 2 0 16 Nov 2023
Medical Image Segmentation with Domain Adaptation: A Survey Yuemeng Li Yong-Xian Fan OOD 21 3 0 03 Nov 2023
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation Zihang Xu Haifan Gong Xiang Wan Haofeng Li 37 9 0 22 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 35 29 0 17 Oct 2023
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Jiewen Yang Xinpeng Ding Ziyang Zheng Xiaowei Xu Xiaomeng Li OOD 29 9 0 20 Sep 2023
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning Qinji Yu Nan Xi Junsong Yuan Ziyu Zhou K. Dang Xiucai Ding OOD MedIm 38 14 0 19 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 37 29 0 18 Jul 2023
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Hritam Basak Zhaozheng Yin 21 12 0 06 Jul 2023
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang 17 24 0 18 May 2023
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 24 38 0 17 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 28 10 0 02 Nov 2022
How precise are performance estimates for typical medical image segmentation tasks? Rosana El Jurdi O. Colliot UQCV 19 6 0 26 Oct 2022
Learning to screen Glaucoma like the ophthalmologists Junde Wu Huihui Fang Fei Li H. Fu Yanwu Xu 22 0 0 23 Sep 2022
Exploring Generalizable Distillation for Efficient Medical Image Segmentation Xingqun Qi Zhuo Wu Min Ren Muyi Sun Caifeng Shan Zhe Sun 40 3 0 26 Jul 2022
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training Xiaofeng Liu Fangxu Xing N. Shusharina R. Lim C.-C. Jay Kuo G. El Fakhri Jonghye Woo OOD 11 22 0 05 Jun 2022
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Yuyao Yan Jie Sun Kaizhu Huang 37 4 0 24 May 2022
GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges Junde Wu Huihui Fang Fei Li H. Fu Fengbin Lin ... Q. Hu Hrvoje Bogunović J. Orlando Xiulan Zhang Yanwu Xu 43 61 0 14 Feb 2022
Modality Bank: Learn multi-modality images across data centers without sharing medical data Qi Chang Hui Qu Zhennan Yan Yunhe Gao L. Baskaran Dimitris N. Metaxas MedIm 19 4 0 22 Jan 2022
Self-semantic contour adaptation for cross modality brain tumor segmentation Xiaofeng Liu Fangxu Xing G. El Fakhri Jonghye Woo 13 18 0 13 Jan 2022
Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization Ruiqi Wang Lei Qi Yinghuan Shi Yang Gao 27 22 0 10 Oct 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 31 42 0 20 Jul 2021
Domain Adaptation for the Segmentation of Confidential Medical Images Serban Stan Mohammad Rostami OOD 31 14 0 02 Jan 2021
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 136 154 0 03 May 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 160 349 0 23 Apr 2018