MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI

29 July 2022

Papers citing "MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI"

22 / 22 papers shown

Title
Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond Yundi Zhang Paul Hager Che Liu Suprosanna Shit Chong Chen Daniel Rueckert Jiazhen Pan 106 1 0 17 Apr 2025
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 85 41 0 04 Mar 2021
Enhanced 3D Myocardial Strain Estimation from Multi-View 2D CMR Imaging M. Abdelkhalek H. Aguib Mohamed Moustafa K. Elkhodary 31 3 0 25 Sep 2020
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration Zhe Xu Jie Luo Jiangpeng Yan Ritvik Pulya Xiu Li W. Wells J. Jagadeesan MedIm 54 61 0 06 Jul 2020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI C. Qin Shuo Wang Chen Chen Huaqi Qiu Wenjia Bai Daniel Rueckert 52 31 0 08 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 39 36 0 15 Apr 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 88 45 0 10 Mar 2020
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images Chen Chen C. Biffi G. Tarroni S. Petersen Wenjia Bai Daniel Rueckert 75 53 0 23 Jul 2019
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata R. Attar Marco Pereañez Christopher Bowles Stefan K. Piechnik S. Neubauer S. Petersen Alejandro F. Frangi MedIm 52 20 0 02 Jul 2019
Global and Local Interpretability for Cardiac MRI Classification J. Clough Ilkay Oksuz Esther Puyol-Antón B. Ruijsink A. King Julia A. Schnabel 77 61 0 14 Jun 2019
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders C. Biffi Juan J. Cerrolaza G. Tarroni A. de Marvao S. Cook D. O’Regan Daniel Rueckert 3DV 51 24 0 28 Feb 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 65 195 0 18 Dec 2018
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 63 83 0 08 Nov 2018
Deep learning cardiac motion analysis for human survival prediction Ghalib A. Bello T. Dawes Jinming Duan C. Biffi A. de Marvao ... J. Gibbs M. Wilkins S. Cook Daniel Rueckert D. O’Regan MedIm 3DH 65 209 0 08 Oct 2018
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 69 687 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 121 1,578 0 14 Sep 2018
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 96 158 0 11 Jun 2018
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng Yi-Hsuan Tsai Shengjin Wang Ming-Hsuan Yang VOS 74 416 0 20 Sep 2017
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation Jose Caballero C. Ledig Andrew P. Aitken Alejandro Acosta J. Totz Zehan Wang Wenzhe Shi SupR 101 665 0 16 Nov 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 160 6,556 0 21 Jun 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 318 7,396 0 05 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015