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

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

8 November 2018
Ben Green
H. Delingette
N. Ayache
ArXivPDFHTML

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

9 / 9 papers shown
Title
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification
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
A Personalised 3D+t Mesh Generative Model for Unveiling Normal Heart Dynamics
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
84
0
0
20 Sep 2024
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning
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
Shape constrained CNN for segmentation guided prediction of myocardial
  shape and pose parameters in cardiac MRI
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI
Sofie Tilborghs
J. Bogaert
F. Maes
9
6
0
02 Mar 2022
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty
  Estimation in 3D Cardiac MRI Image Segmentation
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation
S. Hasan
Cristian A. Linte
9
7
0
16 Sep 2021
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with
  Reliable Transfer for Cardiac Segmentation
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
A review of deep learning in medical imaging: Imaging traits, technology
  trends, case studies with progress highlights, and future promises
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
616
0
02 Aug 2020
Deep learning for cardiac image segmentation: A review
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
672
0
09 Nov 2019
Joint Learning of Motion Estimation and Segmentation for Cardiac MR
  Image Sequences
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
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