Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation

20 August 2019

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

24 / 24 papers shown

Title
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 41 2 0 05 Mar 2024
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation Bingnan Li Zhitong Gao Xuming He MedIm OOD 30 2 0 16 Nov 2023
Medical Image Segmentation with Domain Adaptation: A Survey Yuemeng Li Yong-Xian Fan OOD 34 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 45 6 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 26 2 0 15 Jan 2023
Multi-Modality Cardiac Image Computing: A Survey Lei Li Wangbin Ding Liqun Huang Xiahai Zhuang Vicente Grau 39 31 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 12 0 0 25 May 2022
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Shuailong Wang Rui Li 26 1 0 26 Mar 2022
Multi-Modality Cardiac Image Analysis with Deep Learning Lei Li Fuping Wu Sihan Wang Xiahai Zhuang 17 0 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 40 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 37 71 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 62 40 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 23 17 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 27 36 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 32 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 25 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 38 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 17 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 68 25 0 27 Jul 2020
Realistic Adversarial Data Augmentation for MR Image Segmentation Chen Chen C. Qin Huaqi Qiu Cheng Ouyang Shuo Wang Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 31 83 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 45 79 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 31 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 29 13 0 11 Nov 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 38 752 0 27 Aug 2019