Unsupervised domain adaptation for medical imaging segmentation with self-ensembling

14 November 2018

Papers citing "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling"

50 / 106 papers shown

Title
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation Negin Ghamsarian Sahar Nasirihaghighi Klaus Schoeffmann Raphael Sznitman 36 0 0 12 May 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation Xiaoran Zhang Byung-Woo Hong Hyoungseob Park Daniel H. Pak Anne-Marie Rickmann Lawrence H. Staib James S. Duncan Alex Wong OOD MedIm 67 0 0 20 Mar 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan Oseledets OOD 39 0 0 24 Feb 2025
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 29 1 0 30 Aug 2024
M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training L. Meegahapola Hamza Hassoune D. Gática-Pérez 40 9 0 26 Apr 2024
Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learning Ting-Ruen Wei Michele Hell Dang Bich Thuy Le Aren T Vierra Ran Pang Mahesh Patel Young Kang Yuling Yan 47 0 0 18 Apr 2024
Multi-rater Prompting for Ambiguous Medical Image Segmentation Jinhong Wang Yi Cheng Jintai Chen Hongxia Xu Danny Chen Jian Wu MedIm 40 1 0 11 Apr 2024
Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains Steven Wilkins-Reeves Xu Chen Qianying Ma Christine Agarwal A. Hofleitner OOD 24 1 0 21 Feb 2024
Implicit Shape Modeling for Anatomical Structure Refinement of Volumetric Medical Images Minghui Zhang Shanshan Shi Renao Yan Liang Zhu Tian Guan MedIm 23 1 0 11 Dec 2023
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Christian Weihsbach Christian N. Kruse Alexander Bigalke Mattias P. Heinrich 37 0 0 11 Dec 2023
Medical Image Segmentation with Domain Adaptation: A Survey Yuemeng Li Yong-Xian Fan OOD 29 3 0 03 Nov 2023
Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement Xingchen Zhao Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 38 10 0 25 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 39 30 0 17 Oct 2023
Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Yizhe Xiong Hui Chen Zijia Lin Sicheng Zhao Guiguang Ding 43 8 0 27 Sep 2023
On the use of Mahalanobis distance for out-of-distribution detection with neural networks for medical imaging Harry Anthony Konstantinos Kamnitsas 24 9 0 04 Sep 2023
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Negin Ghamsarian Javier Gamazo Tejero Pablo Márquez-Neila Sebastian Wolf M. Zinkernagel Klaus Schoeffmann Raphael Sznitman OOD 31 10 0 31 Jul 2023
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction Yu Wu Dimitris Spathis Hong Jia I. Perez-Pozuelo Tomas I. Gonzales S. Brage N. Wareham Cecilia Mascolo 21 4 0 31 Jul 2023
Out-of-Distribution Optimality of Invariant Risk Minimization S. Toyota Kenji Fukumizu OOD 15 1 0 22 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 34 3 0 16 Jul 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 49 0 0 13 Jul 2023
Unsupervised 3D registration through optimization-guided cyclical self-training Alexander Bigalke Lasse Hansen Tony C. W. Mok M. Heinrich 3DPC SSL 32 8 0 29 Jun 2023
A denoised Mean Teacher for domain adaptive point cloud registration Alexander Bigalke M. Heinrich OOD 26 3 0 26 Jun 2023
Cross-modal tumor segmentation using generative blending augmentation and self training Guillaume Sallé Pierre-Henri Conze J. Bert N. Boussion D. Visvikis V. Jaouen MedIm 21 8 0 04 Apr 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Xueye Zheng Jinjing Zhu Yexin Liu Zidong Cao Chong Fu Lin Wang MDE 42 36 0 25 Mar 2023
Practicality of generalization guarantees for unsupervised domain adaptation with neural networks Adam Breitholtz Fredrik D. Johansson OOD 23 1 0 15 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 37 50 0 13 Feb 2023
Domain Adaptation for Time Series Under Feature and Label Shifts Huan He Owen Queen Teddy Koker Consuelo Cuevas Theodoros Tsiligkaridis Marinka Zitnik AI4TS 28 62 0 06 Feb 2023
ManyDG: Many-domain Generalization for Healthcare Applications Chaoqi Yang M. P. M. Brandon Westover Jimeng Sun OOD CML 19 19 0 21 Jan 2023
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Sheng Kuang Henry C. Woodruff R. Granzier T. Nijnatten M. Lobbes M. Smidt Philippe Lambin S. Mehrkanoon 30 16 0 04 Jan 2023
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation M. Keaton Ram J. Zaveri Gianfranco Doretto 19 14 0 28 Dec 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 37 13 0 22 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai Feng Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 24 11 0 08 Nov 2022
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis Yumin Zhang Yawen Hou Xiuyi Chen Hongyuan Yu Long Xia CLL OOD 39 3 0 21 Sep 2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... Matthew J. Clarkson Henkjan J. Huisman D. Barratt V. Prisacariu Yipeng Hu 19 19 0 12 Sep 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 46 191 0 15 Aug 2022
Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing data V. Sundaresan Julia F. Lehman S. Fitzgibbon S. Jbabdi S. Haber A. Yendiki MedIm 15 0 0 06 Aug 2022
Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging Ivan Zakazov V. Shaposhnikov Iaroslav Bespalov Dmitry V. Dylov OOD 35 8 0 31 Jul 2022
Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach Qingqiao Hu Hongwei Bran Li Jianguo Zhang OOD 49 11 0 02 Jul 2022
Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts Alexander Bigalke Lasse Hansen M. Heinrich OOD 21 9 0 01 Jul 2022
Monitoring Shortcut Learning using Mutual Information Mohammed Adnan Yani Andrew Ioannou Chuan-Yung Tsai A. Galloway H. R. Tizhoosh Graham W. Taylor 31 6 0 27 Jun 2022
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Wenju Zhang Xiang Zhang Qing Liao L. Lan Mengzhu Wang Wei Wang Baoyun Peng Zhengming Ding 16 0 0 12 Apr 2022
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation Lucas Fidon Michael Aertsen Florian Kofler A. Bink A. David ... Marlene Stuempflen Esther Van Elslander Sébastien Ourselin Jan Deprest Tom Kamiel Magda Vercauteren 31 16 0 05 Apr 2022
Target and Task specific Source-Free Domain Adaptive Image Segmentation VS Vibashan Jeya Maria Jose Valanarasu Vishal M. Patel OOD 32 17 0 29 Mar 2022
Invariance Learning based on Label Hierarchy S. Toyota Kenji Fukumizu OOD 28 1 0 29 Mar 2022
On-the-Fly Test-time Adaptation for Medical Image Segmentation Jeya Maria Jose Valanarasu Pengfei Guo VS Vibashan Vishal M. Patel OOD 27 23 0 10 Mar 2022
Augmentation based unsupervised domain adaptation Mauricio Orbes-Arteaga Thomas Varsavsky Lauge Sørensen Mads Nielsen A. Pai Sebastien Ourselin Marc Modat Jorge Cardoso OOD 27 3 0 23 Feb 2022
Semi-supervised Identification and Mapping of Surface Water Extent using Street-level Monitoring Videos Ruoqian Wang Yang Ding 21 6 0 31 Jan 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 30 5 0 25 Jan 2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation R. Dorent A. Kujawa M. Ivory Spyridon Bakas Nicola Rieke ... Kai Yao Li Zhang Sebastien Ourselin J. Shapey Tom Kamiel Magda Vercauteren OOD 20 78 0 08 Jan 2022
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Xinyi Wu Zhenyao Wu Yuhang Lu Lili Ju Song Wang 37 23 0 09 Dec 2021