v1v2v3 (latest)

Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation

20 August 2019

Papers citing "Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation"

25 / 25 papers shown

Title
Reverse Imaging for Wide-spectrum Generalization of Cardiac MRI Segmentation Yidong Zhao Peter Kellman H. Xue Tongyun Yang Yi Zhang Yuchi Han Orlando Simonetti Qian Tao MedIm 52 0 0 28 Aug 2025
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Zhaoxin Fan Runmin Jiang Junhao Wu Xin Huang Tianyang Wang Heng Huang Min Xu Min Xu 167 3 0 05 Mar 2024
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation Bingnan Li Zhitong Gao Xuming He MedIm OOD 106 2 0 16 Nov 2023
Medical Image Segmentation with Domain Adaptation: A Survey Yuemeng Li Yong-Xian Fan OOD 142 3 0 03 Nov 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 174 10 0 07 Feb 2023
Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels Sihan Wang Fuping Wu Lei Li Zheyao Gao Byung-Woo Hong Xiahai Zhuang 111 2 0 15 Jan 2023
Multi-Modality Cardiac Image Computing: A Survey Lei Li Wangbin Ding Liqun Huang Xiahai Zhuang Vicente Grau 97 36 0 26 Aug 2022
Structure Unbiased Adversarial Model for Medical Image Segmentation Tianyang Zhang Shaoming Zheng Jun Cheng Xi Jia Joseph Bartlett Xinxing Cheng Huazhu Fu Zhaowen Qiu Jiang-Dong Liu Jinming Duan GAN MedIm 115 0 0 25 May 2022
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Shuailong Wang Rui Li 103 1 0 26 Mar 2022
Multi-Modality Cardiac Image Analysis with Deep Learning Lei Li Fuping Wu Sihan Wang Xiahai Zhuang 81 2 0 08 Nov 2021
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble Hao Li Dewei Hu Qibang Zhu Kathleen E. Larson Huahong Zhang I. Oguz OOD 135 7 0 24 Sep 2021
Learning Disentangled Representations in the Imaging Domain Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris OOD DRL 386 80 0 26 Aug 2021
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Chen Chen C. Qin Cheng Ouyang Zeju Li Shuo Wang Huaqi Qiu Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 167 48 0 07 Aug 2021
Style Curriculum Learning for Robust Medical Image Segmentation Zhendong Liu Van Manh Xin Yang Xiaoqiong Huang Karim Lekadir Víctor M. Campello Nishant Ravikumar Alejandro F Frangi Dong Ni OOD 61 19 0 01 Aug 2021
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Sulaiman Vesal Mingxuan Gu Ronak Kosti Andreas Maier Nishant Ravikumar OOD 81 38 0 15 Mar 2021
Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer Yao Zhang Jiawei Yang Feng Hou Yang Liu Yixin Wang Jiang Tian Cheng Zhong Yang Zhang Zhiqiang He 100 27 0 29 Dec 2020
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation G. Zeng T. Lerch F. Schmaranzer Guoyan Zheng Juergen Burger Kate Gerber M. Tannast K. Siebenrock N. Gerber 92 2 0 23 Dec 2020
Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction Haley G. Abramson D. Popescu R. Yu Changxin Lai J. Shade Katherine C. Wu Mauro Maggioni Natalia A. Trayanova 95 3 0 21 Oct 2020
Style-invariant Cardiac Image Segmentation with Test-time Augmentation Xiaoqiong Huang Zejian Chen Xin Yang Zhendong Liu Yuxin Zou Mingyuan Luo Wufeng Xue Dong Ni 68 12 0 24 Sep 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms S. Amirrajab Samaneh Abbasi-Sureshjani Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 180 26 0 27 Jul 2020
Realistic Adversarial Data Augmentation for MR Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Chen Chen C. Qin Huaqi Qiu Cheng Ouyang Shuo Wang Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 107 93 0 23 Jun 2020
Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge Xiahai Zhuang Jiahang Xu Xinzhe Luo Chen Chen Cheng Ouyang ... Jiexiang Wang Xinghao Ding Xinyue Wang Sen Yang Lei Li 118 86 0 22 Jun 2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model Samaneh Abbasi-Sureshjani S. Amirrajab C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 101 24 0 17 Feb 2020
Disentangle, align and fuse for multimodal and semi-supervised image segmentation A. Chartsias G. Papanastasiou Chengjia Wang S. Semple D. Newby R. Dharmakumar Sotirios A. Tsaftaris 186 13 0 11 Nov 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Cunliang Kong J. Chiang Zhihao Wu Xiaowei Ding 249 822 0 27 Aug 2019