Disentangle, align and fuse for multimodal and semi-supervised image segmentation

11 November 2019

Sotirios A. Tsaftaris

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Papers citing "Disentangle, align and fuse for multimodal and semi-supervised image segmentation"

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Title
Myocardial Segmentation of Late Gadolinium Enhanced MR Images by Propagation of Contours from Cine MR Images Dong Wei Ying Sun P. Chai A. Low S. Ong 68 31 0 21 May 2022
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion Cheng Chen Qi Dou Yueming Jin Hao Chen J. Qin Pheng-Ann Heng 52 148 0 22 Feb 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 80 620 0 17 Jan 2020
Cardiac Segmentation of LGE MRI with Noisy Labels H. Roth Wentao Zhu Dong Yang Ziyue Xu Daguang Xu 31 11 0 02 Oct 2019
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR Image Yashu Liu Wei Wang Kuanquan Wang Chengqin Ye Gongning Luo 42 21 0 12 Sep 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 44 33 0 03 Sep 2019
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation Junlin Yang Nicha Dvornek Fan Zhang Juntang Zhuang Julius Chapiro Mingde Lin James S. Duncan FedML OOD MedIm 47 17 0 27 Aug 2019
Theory and Evaluation Metrics for Learning Disentangled Representations Kien Do T. Tran CoGe DRL 49 96 0 26 Aug 2019
Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound Qingjie Meng Nick Pawlowski Daniel Rueckert Bernhard Kainz OOD DRL 28 14 0 21 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 45 72 0 20 Aug 2019
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN X. Tao Hongrong Wei Wufeng Xue Dong Ni MedIm 38 17 0 14 Aug 2019
Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation Junlin Yang Nicha Dvornek Fan Zhang Julius Chapiro Mingde Lin James S. Duncan DRL OOD 40 135 0 31 Jul 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 47 110 0 21 Apr 2019
Disentangled Representation Learning in Cardiac Image Analysis A. Chartsias T. Joyce G. Papanastasiou M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 98 126 0 22 Mar 2019
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations C. Qin Bibo Shi Rui Liao Tommaso Mansi Daniel Rueckert A. Kamen MedIm 69 128 0 22 Mar 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 137 2,685 0 18 Mar 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 67 311 0 24 Jan 2019
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma Huai Chen Yuxiao Qi Yong Yin TengXiang Li Xiaoqing Liu Xiuli Li G. Gong Lisheng Wang MedIm 38 70 0 25 Dec 2018
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition Siqi Liu Eli Gibson Sasa Grbic Zhoubing Xu A. Setio J. Yang Bogdan Georgescu Dorin Comaniciu DiffM MedIm 64 18 0 04 Dec 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao A. Assad T. Moyo M. Savona R. Abramson Bennett A. Landman MedIm 114 225 0 15 Oct 2018
Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency Liqian Ma Xu Jia Stamatios Georgoulis Tinne Tuytelaars Luc Van Gool 65 140 0 28 May 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 124 2,482 0 12 Apr 2018
Understanding disentangling in $β$ -VAE Christopher P. Burgess I. Higgins Arka Pal Loic Matthey Nicholas Watters Guillaume Desjardins Alexander Lerchner CoGe DRL 57 829 0 10 Apr 2018
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation Jose Dolz Karthik Gopinath Jing Yuan H. Lombaert Christian Desrosiers Ismail ben Ayed 3DH 62 436 0 09 Apr 2018
Factorised spatial representation learning: application in semi-supervised myocardial segmentation A. Chartsias T. Joyce G. Papanastasiou S. Semple M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 72 69 0 19 Mar 2018
Averaging Weights Leads to Wider Optima and Better Generalization Pavel Izmailov Dmitrii Podoprikhin T. Garipov Dmitry Vetrov A. Wilson FedML MoMe 112 1,659 0 14 Mar 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 116 378 0 27 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 155 4,437 0 16 Feb 2018
On the Effectiveness of Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 59 160 0 18 Dec 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 338 2,208 0 22 Sep 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 289 5,825 0 14 Jun 2017
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation Kuan-Lun Tseng Yen-Liang Lin Winston H. Hsu Chung-Yang Huang MedIm 54 163 0 25 Apr 2017
Multivariate mixture model for myocardium segmentation combining multi-source images Xiahai Zhuang 84 260 0 28 Dec 2016
Deep Variational Information Bottleneck Alexander A. Alemi Ian S. Fischer Joshua V. Dillon Kevin Patrick Murphy 98 1,719 0 01 Dec 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 292 7,383 0 05 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Brain Tumor Segmentation with Deep Neural Networks Mohammad Havaei Axel Davy David Warde-Farley A. Biard Aaron Courville Yoshua Bengio C. Pal Pierre-Marc Jodoin Hugo Larochelle 3DV 108 2,878 0 13 May 2015
Transductive Multi-view Zero-Shot Learning Yanwei Fu Timothy M. Hospedales Tao Xiang S. Gong 81 456 0 19 Jan 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 435 16,944 0 20 Dec 2013
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 250 2,598 0 28 Mar 2008