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Author Details

James R Clough
King's College London
2017
12
6
PMIDPaper TitleJournal TitlePublished Year
36044487A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of CMR.IEEE Trans Med Imaging2023
32886606A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology.IEEE Trans Pattern Anal Mach Intell2022
33684050Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.IEEE J Biomed Health Inform2021
30629492Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets.IEEE Trans Pattern Anal Mach Intell2020
34109327A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI.Stat Atlases Comput Models Heart2020
34109325Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction.Med Image Comput Comput Assist Interv2020
32746141Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.IEEE Trans Med Imaging2020
32353528A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography.Magn Reson Imaging2020
31055126Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.Med Image Anal2019
31946457Mechanically Powered Motion Imaging Phantoms: Proof of Concept.Annu Int Conf IEEE Eng Med Biol Soc2019
31183892Respiration resolved imaging with continuous stable state 2D acquisition using linear frequency SWEEP.Magn Reson Med2019
29107967Embedding graphs in Lorentzian spacetime.PLoS One2017
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Collaborators

Ilkay Oksuz
Istanbul Technical University
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Lihong Liu
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Yeonggul Jang
CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University
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Shenzhen University
Co-authored papers 1
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The First Affiliated Hospital of Zhengzhou University
Co-authored papers 1
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 1
Jiahui Li
Co-authored papers 1
Vicente Grau
University
Co-authored papers 1
Jin Ma
Co-authored papers 1
Fumin Guo
University of Toronto
Co-authored papers 1
Alejandro Debus
Co-authored papers 1
Georgios Tziritas
Co-authored papers 1
Guanyu Yang
Southeast University
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Enzo Ferrante
Instituto de Investigacion en Senales
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Mireille Garreau
Inserm
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Hao Xu
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Angelica Atehortua
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Elias Grinias
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Matthew Ng
Co-authored papers 1
Eric Kerfoot
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Co-authored papers 1
Tiancong Hua
Co-authored papers 1
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