Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences

11 June 2018

Stefan K. Piechnik

Papers citing "Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences"

50 / 59 papers shown

Title
Spectral Bias Correction in PINNs for Myocardial Image Registration of Pathological Data Bastien C. Baluyot Marta Varela Chen Qin 21 0 0 24 Apr 2025
Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond Yundi Zhang Paul Hager Che Liu Suprosanna Shit C. L. P. Chen Daniel Rueckert Jiazhen Pan 38 0 0 17 Apr 2025
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial Images Yara AlaaEldin Francesca Odone MDE 40 0 0 23 Mar 2025
UniReg: Foundation Model for Controllable Medical Image Registration Zi Li Jianpeng Zhang Tai Ma Tony C. W. Mok Yan-Jie Zhou Z. Chen X. Ye Le Lu Dakai Jin MedIm 54 0 0 17 Mar 2025
Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base Yidong Zhao Yi Zhang Orlando Simonetti Yuchi Han Qian Tao 18 1 0 04 Oct 2024
Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images Yundi Zhang Chen Chen Suprosanna Shit Sophie Starck Daniel Rueckert Jiazhen Pan 36 2 0 01 Jun 2024
Direct Cardiac Segmentation from Undersampled K-space Using Transformers Yundi Zhang Nil Stolt Ansó Jiazhen Pan Wenqi Huang Kerstin Hammernik Daniel Rueckert MedIm 47 3 0 31 May 2024
Assessment of Left Atrium Motion Deformation Through Full Cardiac Cycle Abdul Qayyum Moona Mazher Angela Lee J. Solís-Lemus Imran Razzak Steven Niederer 20 3 0 27 May 2024
Attention-aware non-rigid image registration for accelerated MR imaging Aya Ghoul Jiazhen Pan Andreas Lingg J. Kübler Patrick Krumm Kerstin Hammernik Daniel Rueckert S. Gatidis Thomas Kustner MedIm 20 5 0 26 Apr 2024
Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization Yifan Wu Mengjin Dong Rohit Jena Chen Qin James C. Gee MedIm 26 0 0 02 Apr 2024
Decoder-Only Image Registration Xi Jia Wenqi Lu Xinxing Cheng Jinming Duan MedIm 3DV 19 0 0 05 Feb 2024
Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT Xiongchao Chen Bo Zhou Xueqi Guo Huidong Xie Qiong Liu James S. Duncan Albert J.Sinusas Chi Liu 15 0 0 23 Jan 2024
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks C. Galazis Samuel Shepperd Emma Brouwer Sandro Queirós E. Alskaf M. Anjari A. Chiribiri Jack Lee Anil A. Bharath Marta Varela 20 0 0 14 Dec 2023
DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning Qingjie Meng Wenjia Bai D. O’Regan and Daniel Rueckert 3DH 16 8 0 25 Sep 2023
4D Myocardium Reconstruction with Decoupled Motion and Shape Model Xiaohan Yuan Cong Liu Yangang Wang 28 3 0 27 Aug 2023
CartiMorph: a framework for automated knee articular cartilage morphometrics Yongcheng Yao Jun-Wu Zhong Lu Zhang Sheheryar Khan Weitian Chen 12 3 0 03 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 28 36 0 28 Jul 2023
Sparse annotation strategies for segmentation of short axis cardiac MRI J. Stein Maxime Di Folco J. Schnabel 20 1 0 24 Jul 2023
Modeling 3D cardiac contraction and relaxation with point cloud deformation networks M. Beetz Abhirup Banerjee Vicente Grau 3DPC 24 5 0 20 Jul 2023
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration Xinlei Jia A. Thorley A. Gómez Wenqi Lu D. Kotecha Jinming Duan 21 5 0 06 Jul 2023
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation Wangbin Ding Lei Li Junyi Qiu Sihan Wang Liqin Huang Yinyin Chen Shan Yang Xiahai Zhuang 24 7 0 07 Feb 2023
Reconstruction-driven motion estimation for motion-compensated MR CINE imaging Jiazhen Pan Wenqi Huang Daniel Rueckert Thomas Kustner Kerstin Hammernik 21 8 0 05 Feb 2023
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review M. Jafari A. Shoeibi Marjane Khodatars Navid Ghassemi Parisa Moridian ... Yu-Dong Zhang Shui-Hua Wang Juan M Gorriz Hamid Alinejad-Rokny U. Acharya 10 0 0 26 Oct 2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos Weihang Dai X. Li Xinpeng Ding Kwang-Ting Cheng 36 22 0 20 Oct 2022
Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance C. Qin Daniel Rueckert 14 3 0 21 Sep 2022
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning Qingjie Meng Wenjia Bai Tianrui Liu D. O’Regan Daniel Rueckert 18 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 23 21 0 29 Jul 2022
Cross-Modality Image Registration using a Training-Time Privileged Third Modality Qianye Yang David Atkinson Yunguan Fu Tom Syer Wen Yan S. Punwani Matthew J. Clarkson D. Barratt Tom Kamiel Magda Vercauteren Yipeng Hu 21 4 0 26 Jul 2022
Deep Statistic Shape Model for Myocardium Segmentation Xiaoling Hu Xiao Chen Yikang Liu Eric Z. Chen Terrence Chen Shanhui Sun 3DPC 26 4 0 21 Jul 2022
SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration Xiao Fan Shuxin Zhuang Zhemin Zhuang Ye Yuan Shunmin Qiu A. Raj Yibiao Rong MedIm 12 0 0 27 Jun 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior C. Qin Shuo Wang C. L. P. Chen Wenjia Bai Daniel Rueckert MedIm 12 19 0 08 Jun 2022
Multi-modal unsupervised brain image registration using edge maps Vasiliki Sideri-Lampretsa Georgios Kaissis Daniel Rueckert MedIm 16 7 0 09 Feb 2022
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation Hadrien Reynaud Athanasios Vlontzos Benjamin Hou A. Beqiri Paul Leeson Bernhard Kainz MedIm ViT 15 52 0 02 Jul 2021
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences Zejian Chen Wei Zhuo Tianfu Wang Wufeng Xue Dong Ni 15 5 0 23 Jun 2021
Learning a Model-Driven Variational Network for Deformable Image Registration Xi Jia A. Thorley Wei Chen Huaqi Qiu Linlin Shen ... A. Leonardis A. de Marvao D. O’Regan Daniel Rueckert Jinming Duan MedIm 24 29 0 25 May 2021
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy Soumya Gupta Sharib Ali L. Goldsmith B. Turney J. Rittscher 35 3 0 02 Apr 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski D. Yang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 15 40 0 04 Mar 2021
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations Jianzhe Lin Ghazal Sahebzamani C. Luong F. Dezaki Mohammad Jafari Purang Abolmaesumi T. Tsang 33 4 0 27 Jan 2021
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis Yutian Chen Xiaowei Xu Dewen Zeng Yiyu Shi Haiyun Yuan Jian Zhuang Yuhao Dong Qianjun Jia Meiping Huang 12 5 0 29 Dec 2020
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registration Bo-wen Li W. Niessen S. Klein M. Groot M. Ikram Meike W. Vernooij Esther E. Bron 13 20 0 28 Dec 2020
AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk Peri Akiva Benjamin Planche Aditi Roy Kristin J. Dana Peter Oudemans Michael Mars 14 9 0 08 Nov 2020
Learning unbiased group-wise registration (LUGR) and joint segmentation: evaluation on longitudinal diffusion MRI Bo-wen Li W. Niessen S. Klein M. Ikram Meike W. Vernooij Esther E. Bron 10 1 0 03 Nov 2020
Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix Julian Krebs H. Delingette N. Ayache Tommaso Mansi MedIm 10 14 0 03 Nov 2020
Anatomy-Aware Cardiac Motion Estimation Pingjun Chen Xiao Chen Eric Z. Chen Hanchao Yu Terrence Chen Shanhui Sun 12 9 0 17 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 19 616 0 02 Aug 2020
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation Hanchao Yu Xiao Chen Humphrey Shi Terrence Chen Thomas S. Huang Shanhui Sun 10 34 0 28 Jun 2020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI C. Qin Shuo Wang C. L. P. Chen Huaqi Qiu Wenjia Bai Daniel Rueckert 10 31 0 08 Jun 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 22 21 0 25 May 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 19 45 0 10 Mar 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 24 503 0 27 Dec 2019