Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow

8 November 2018

Papers citing "Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow"

22 / 22 papers shown

Title
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification Ting Yu Tsai An Yu Meghana Spurthi Maadugundu Ishrat Jahan Mohima Umme Habiba Barsha Mei-Hwa F. Chen Balakrishnan Prabhakaran Ming-Ching Chang 27 0 0 05 May 2025
Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis Vitalii Slobodzian Pavlo Radiuk Oleksander Barmak Iurii Krak 71 1 0 12 Dec 2024
A Personalised 3D+t Mesh Generative Model for Unveiling Normal Heart Dynamics Mengyun Qiao Kathryn A McGurk Shuo Wang Paul M. Matthews Declan P O Regan Wenjia Bai MedIm AI4CE 125 0 0 20 Sep 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 30 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 26 8 0 25 Sep 2023
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning Qingjie Meng Wenjia Bai Tianrui Liu D. O’Regan Daniel Rueckert 28 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
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 22 19 0 08 Jun 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Sofie Tilborghs J. Bogaert F. Maes 17 6 0 02 Mar 2022
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 16 73 0 23 Dec 2021
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation S. Hasan Cristian A. Linte 19 7 0 16 Sep 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 30 40 0 04 Mar 2021
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng 60 28 0 07 Jan 2021
Anatomy-Aware Cardiac Motion Estimation Pingjun Chen Xiao Chen Eric Z. Chen Hanchao Yu Terrence Chen Shanhui Sun 16 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 38 624 0 02 Aug 2020
XAlgo: a Design Probe of Explaining Algorithms' Internal States via Question-Answering Juan Rebanal Yuqi Tang Jordan Combitsis Xiang Ánthony' Chen 16 3 0 14 Jul 2020
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation Hanchao Yu Xiao Chen Humphrey Shi Terrence Chen Thomas S. Huang Shanhui Sun 25 34 0 28 Jun 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 34 45 0 10 Mar 2020
CheXplain: Enabling Physicians to Explore and UnderstandData-Driven, AI-Enabled Medical Imaging Analysis Yao Xie Melody Chen David Kao Ge Gao Xiang Ánthony' Chen 23 125 0 15 Jan 2020
Deep learning for cardiac image segmentation: A review C. L. P. Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 53 674 0 09 Nov 2019
Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank Q. Zheng H. Delingette K. Fung S. Petersen N. Ayache 13 5 0 15 Feb 2019
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