MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022

23 March 2022

Papers citing "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels"

26 / 26 papers shown

Title
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey Siteng Ma Honghui Du Yu An Jing Wang Qinqin Wang Haochang Wu Aonghus Lawlor Ruihai Dong 343 0 0 15 Apr 2025
Exploring the Landscape for Generative Sequence Models for Specialized Data Synthesis Mohammad Zbeeb Mohammad Ghorayeb Mariam Salman 375 0 0 04 Nov 2024
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal AnnotationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Zehua Cheng Di Yuan Thomas Lukasiewicz 308 0 0 14 Oct 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 284 3 0 12 Aug 2024
Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization Farzad Beizaee Gregory A. Lodygensky Chris L Adamson Deanne K. Thompson Jeanie L. Y. Cheong Peter J. Anderso Christian Desrosiers Jose Dolz 189 3 0 22 Jul 2024
StyleX: A Trainable Metric for X-ray Style Distances Dominik Eckert Christopher Syben Christian Hümmer L. Ritschl Steffen Kappler Sebastian Stober MedIm 150 1 0 23 May 2024
Medical Image Segmentation with Domain Adaptation: A Survey Yuemeng Li Yong-Xian Fan OOD 286 3 0 03 Nov 2023
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Zihang Xu Haifan Gong Xiang Wan Haofeng Li 209 13 0 22 Oct 2023
Semi-Supervised Crowd Counting with Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes Shuai Zhao Xiaopeng Hong Zhongliang Guo Ognjen Arandjelović Carl R. Donovan 285 18 0 16 Oct 2023
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction PredictionInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Ziyuan Zhao Peisheng Qian Xulei Yang Zeng Zeng Cuntai Guan W. Tam Xiaoli Li 251 27 0 15 May 2023
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Ziyuan Zhao Fangcheng Zhou Zeng Zeng Cuntai Guan S. Kevin Zhou 255 10 0 11 May 2023
Cross-modal tumor segmentation using generative blending augmentation and self trainingIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023 Guillaume Sallé Pierre-Henri Conze J. Bert N. Boussion D. Visvikis V. Jaouen MedIm 234 10 0 04 Apr 2023
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Ziyuan Zhao Kaixin Xu Huai Zhe Yeo Xulei Yang Cuntai Guan 199 7 0 28 Mar 2023
Machine Learning for Synthetic Data Generation: A Review Ying-Cheng Lu Minjie Shen Huazheng Wang Xiao Wang Capucine Van Rechem Tianfan Fu Wenqi Wei SyDa 886 223 0 08 Feb 2023
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small DatasetsNeural Networks (Neural Netw.), 2023 Sheng Kuang Henry C. Woodruff R. Granzier T. Nijnatten M. Lobbes M. Smidt Philippe Lambin S. Mehrkanoon 267 19 0 04 Jan 2023
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Ziyuan Zhao Fangcheng Zhou Kaixin Xu Zeng Zeng Cuntai Guan S Kevin Zhou OOD 188 51 0 05 Dec 2022
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object DetectionBritish Machine Vision Conference (BMVC), 2022 Ziyuan Zhao Ming Xu Peisheng Qian R. Pahwa Richard Chang 3DPC CLL 243 8 0 05 Dec 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source DataBritish Machine Vision Conference (BMVC), 2022 Qian Yu Dongnan Liu Chaoyi Zhang Xinwen Zhang Weidong (Tom) Cai OOD 149 4 0 10 Oct 2022
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis Guangyao Dou Zheng Zhou OOD 239 1 0 24 Aug 2022
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge DistillationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Shuwei Zhai Guotai Wang Xiangde Luo Qian Yue Kang Li Shaoting Zhang 3DPC 253 40 0 11 Aug 2022
BrainActivity1: A Framework of EEG Data Collection and Machine Learning Analysis for College StudentsInteracción (IN), 2022 Zheng Zhou Guangyao Dou Xiaodong Qu 266 17 0 27 Jul 2022
Deep Feature Fusion via Graph Convolutional Network for Intracranial Artery LabelingAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022 Yaxin Zhu Peisheng Qian Ziyuan Zhao Zeng Zeng MedIm 181 3 0 22 May 2022
Self-supervised Assisted Active Learning for Skin Lesion SegmentationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022 Ziyuan Zhao Wenjing Lu Zeng Zeng Kaixin Xu B. Veeravalli Cuntai Guan 127 10 0 14 May 2022
Adaptive Mean-Residue Loss for Robust Facial Age EstimationIEEE International Conference on Multimedia and Expo (ICME), 2022 Ziyuan Zhao Peisheng Qian Yubo Hou Zeng Zeng CVBM 108 9 0 31 Mar 2022
Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Han Liu Yubo Fan C. Cui Dingjie Su A. McNeil Benoit M. Dawant 200 5 0 25 Jan 2022
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 732 5,011 0 17 Feb 2017