3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning
with Spatial Propagation

3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation

25 April 2018

Nicolas Duchateau

Papers citing "3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation"

14 / 14 papers shown

Title
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge Xiangyu Li Gongning Luo Kuanquan Wang Hongyu Wang Jun Liu ... Moona Mazher Abdul Qayyum Valeriia Abramova Xavier Llado Shuo Li 53 28 0 09 Jan 2023
Automatic Quantification of Volumes and Biventricular Function in Cardiac Resonance. Validation of a New Artificial Intelligence Approach A. Curiale Matías Calandrelli Lucca Dellazoppa Mariano Trevisan Jorge Luis BociÁn Juan Pablo Bonifacio G. Mato 22 0 0 03 Jun 2022
Automatic segmentation with detection of local segmentation failures in cardiac MRI Jörg Sander B. D. de Vos Ivana Išgum 17 50 0 13 Nov 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 27 3 0 21 Oct 2020
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Ben Glocker Enzo Ferrante 27 65 0 24 Jun 2020
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation Shuo Wang G. Tarroni C. Qin Yuanhan Mo Chengliang Dai Chia-Ju Chen Ben Glocker Yike Guo Daniel Rueckert Wenjia Bai MedIm 15 28 0 23 Jun 2020
Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank E. Ferdian Avan Suinesiaputra K. Fung N. Aung E. Lukaschuk ... J. Paiva Stefan K. Piechnik S. Neubauer S. Petersen Alistair Young 11 34 0 15 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 23 162 0 09 Apr 2020
Rapid Whole-Heart CMR with Single Volume Super-resolution J. Steeden Michael Quail A. Gotschy A. Hauptmann Simon Arridge R. Jones V. Muthurangu 27 53 0 22 Dec 2019
Deep learning for cardiac image segmentation: A review Chia-Ju Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 64 674 0 09 Nov 2019
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images Chia-Ju Chen C. Biffi G. Tarroni S. Petersen Wenjia Bai Daniel Rueckert 34 52 0 23 Jul 2019
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 30 83 0 08 Nov 2018
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach Jinming Duan Ghalib A. Bello Jo Schlemper Wenjia Bai T. Dawes C. Biffi A. de Marvao Georgia Doumou D. O’Regan Daniel Rueckert MedIm 16 5 0 26 Aug 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers Mahendra Khened Alex Varghese Ganapathy Krishnamurthi 24 310 0 16 Jan 2018