DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images

4 March 2021

Papers citing "DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images"

22 / 22 papers shown

Title
Learning Volumetric Neural Deformable Models to Recover 3D Regional Heart Wall Motion from Multi-Planar Tagged MRI Meng Ye Bingyu Xin Bangwei Guo L. Axel Dimitris N. Metaxas 62 0 0 21 Nov 2024
Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations Yasmine Mustafa Mohamed Elmahallawy Tie-Mei Luo MedIm 59 0 0 20 Nov 2024
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation Meng Ye Bingyu Xin L. Axel Dimitris N. Metaxas 23 0 0 30 Oct 2024
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding Jiewen Yang Yiqun Lin Bin Pu X. Li 37 0 0 28 Oct 2024
Local Feature Matching Using Deep Learning: A Survey Shibiao Xu Shunpeng Chen Rongtao Xu Changwei Wang Peng Lu Li Guo ObjD 24 32 0 31 Jan 2024
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning? Zhangxing Bian A. Alshareef Shuwen Wei Junyu Chen Yuli Wang Jonghye Woo D. L. Pham Jiachen Zhuo A. Carass Jerry L. Prince MedIm 25 2 0 31 Jan 2024
DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning Qingjie Meng Wenjia Bai D. O’Regan and Daniel Rueckert 3DH 28 8 0 25 Sep 2023
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image Ding Liu Xiang Yu Meng Ye Qilong Zhangli Zhuowei Li Zhixing Zhang Dimitris N. Metaxas ViT 16 9 0 22 Sep 2023
Deep learning in medical image registration: introduction and survey Ahmad Hammoudeh Stéphane Dupont MedIm 19 4 0 01 Sep 2023
4D Myocardium Reconstruction with Decoupled Motion and Shape Model Xiaohan Yuan Cong Liu Yangang Wang 36 3 0 27 Aug 2023
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction Zhangxing Bian Shuwen Wei Yihao Liu Junyu Chen J. Zhuo Fangxu Xing Jonghye Woo A. Carass Jerry L. Prince MedIm 16 2 0 05 Aug 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 39 36 0 28 Jul 2023
DRIMET: Deep Registration for 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue Zhangxing Bian Fangxu Xing Jinglun Yu Muhan Shao Yihao Liu A. Carass J. Zhuo Jonghye Woo Jerry L. Prince MedIm 23 2 0 18 Jan 2023
LSDM: Long-Short Diffeomorphic Motion for Weakly-Supervised Ultrasound Landmark Tracking Zhihua Liu B. Yang Yan Shen Xuejun Ni Huiyu Zhou MedIm 31 0 0 11 Jan 2023
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning Qingjie Meng Wenjia Bai Tianrui Liu D. O’Regan Daniel Rueckert 30 7 0 05 Sep 2022
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI Qingjie Meng C. Qin Wenjia Bai Tianrui Liu A. de Marvao D. O’Regan Daniel Rueckert 30 21 0 29 Jul 2022
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration Ziyi Shen Qianye Yang Yuming Shen F. Giganti V. Stavrinides ... M. Rusu G. Sonn Philip H. S. Torr D. Barratt Yipeng Hu 22 2 0 13 Jul 2022
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method Qi Chang Zhennan Yan Mu Zhou Ding Liu K. Sawalha ... Qilong Zhangli Mikael Kanski Subhi Al Aref L. Axel Dimitris N. Metaxas 3DV MedIm 10 23 0 14 Jun 2022
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation Lihao Liu Zhening Huang Pietro Lio' Carola-Bibiane Schönlieb Angelica I. Aviles-Rivero 18 16 0 10 Mar 2022
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion Jinxin Lv Zhiwei Wang Hongkuan Shi Haobo Zhang Sheng Wang Yilang Wang Qiang Li 32 39 0 25 Sep 2021
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 202 0 20 Mar 2020
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 51 156 0 11 Jun 2018