Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts
Framework

Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework

21 February 2019

Guang Yang

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Papers citing "Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework"

13 / 13 papers shown

Title
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
Multi-Modality Pathology Segmentation Framework: Application to Cardiac Magnetic Resonance Images Zhen Zhang Chenyu Liu Wangbin Ding Sihan Wang Chenhao Pei Mingjing Yang Liqin Huang 35 17 0 13 Aug 2020
Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images Fuping Wu Lei Li Guang Yang T. Wong R. Mohiaddin D. Firmin J. Keegan Lingchao Xu Xiahai Zhuang 35 4 0 22 Oct 2018
ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans Felix Lau Tom Hendriks Jesse Lieman-Sifry Berk Norman Sean Sall Daniel Golden GAN MedIm 31 32 0 14 Aug 2018
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation Jun Chen Guang Yang Zijian Gao Hao Ni Elsa D. Angelini ... Yanping Zhang Xiuquan Du Heye Zhang J. Keegan D. Firmin 62 31 0 12 Jun 2018
Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI Guang Yang Xiahai Zhuang H. Khan S. Haldar E. Nyktari ... Greg Slabaugh R. Mohiaddin T. Wong J. Keegan D. Firmin 54 41 0 26 May 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 490 14,320 0 02 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 263 18,240 0 02 Jun 2016
Automatic 3D liver location and segmentation via convolutional neural networks and graph cut Fang Lu Fa Wu Peijun Hu Zhiyi Peng D. Kong MedIm 72 271 0 10 May 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 137 3,057 0 18 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 243 2,536 0 11 Feb 2015

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