Multi-Modality Cardiac Image Analysis with Deep Learning

Multi-Modality Cardiac Image Analysis with Deep Learning

8 November 2021

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Papers citing "Multi-Modality Cardiac Image Analysis with Deep Learning"

16 / 16 papers shown

Title
Learning Disentangled Semantic Representation for Domain Adaptation Ruichu Cai Zijian Li Pengfei Wei Jie Qiao Kun Zhang Zijian Li OOD DRL 67 131 0 22 Dec 2020
Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences Xiaoran Zhang M. Noga K. Punithakumar 90 13 0 18 Aug 2020
A review: Deep learning for medical image segmentation using multi-modality fusion Tongxue Zhou S. Ruan S. Canu 70 512 0 22 Apr 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 111 315 0 06 Feb 2020
Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network Jiexiang Wang Hongyu Huang Chaoqi Chen Wenao Ma Yue Huang Xinghao Ding OOD 63 22 0 28 Oct 2019
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI Víctor M. Campello Carlos Martín-Isla C. Izquierdo S. Petersen M. A. G. Ballester Karim Lekadir MedIm 46 33 0 03 Sep 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 152 763 0 27 Aug 2019
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation Chen Chen Cheng Ouyang G. Tarroni Jo Schlemper Huaqi Qiu Wenjia Bai Daniel Rueckert MedIm 58 72 0 20 Aug 2019
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation O. Cheng Konstantinos Kamnitsas C. Biffi Jinming Duan Daniel Rueckert OOD 45 96 0 05 Jul 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 156 2,688 0 18 Mar 2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge Xiahai Zhuang Lei Li Christian Payer Darko Štern M. Urschler ... Sebastien Ourselin R. Mohiaddin J. Keegan D. Firmin Guang Yang 79 272 0 21 Feb 2019
Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework Lei Li Fuping Wu Guang Yang Lingchao Xu T. Wong R. Mohiaddin D. Firmin J. Keegan Xiahai Zhuang MedIm 43 69 0 21 Feb 2019
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 133 2,482 0 12 Apr 2018
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 105 3,156 0 06 Jul 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 380 9,497 0 28 May 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 172 2,601 0 10 Dec 2014