James R. Clough
Title
Cited by
Cited by
Year
Neural embeddings of graphs in hyperbolic space
BP Chamberlain, J Clough, MP Deisenroth
arXiv preprint arXiv:1705.10359, 2017
1152017
Transitive reduction of citation networks
JR Clough, J Gollings, TV Loach, TS Evans
Journal of Complex Networks 3 (2), 189-203, 2015
742015
A topological loss function for deep-learning based image segmentation using persistent homology
JR Clough, N Byrne, I Oksuz, VA Zimmer, JA Schnabel, AP King
arXiv preprint arXiv:1910.01877, 2019
482019
What is the dimension of citation space?
JR Clough, TS Evans
Physica A: Statistical Mechanics and its Applications 448, 235-247, 2016
452016
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
I Oksuz, B Ruijsink, E Puyol-Antón, JR Clough, G Cruz, A Bustin, C Prieto, ...
Medical image analysis 55, 136-147, 2019
412019
Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology
JR Clough, I Oksuz, N Byrne, JA Schnabel, AP King
Information Processing in Medical Imaging: 26th International Conference …, 2019
342019
Magnetic resonance fingerprinting using recurrent neural networks
I Oksuz, G Cruz, J Clough, A Bustin, N Fuin, RM Botnar, C Prieto, AP King, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
252019
Left-ventricle quantification using residual U-Net
E Kerfoot, J Clough, I Oksuz, J Lee, AP King, JA Schnabel
International Workshop on Statistical Atlases and Computational Models of …, 2018
252018
Embedding graphs in Lorentzian spacetime
JR Clough, TS Evans
PLoS One, 2017
242017
Global and local interpretability for cardiac MRI classification
JR Clough, I Oksuz, E Puyol-Antón, B Ruijsink, AP King, JA Schnabel
International Conference on Medical Image Computing and Computer-Assisted …, 2019
172019
dAUTOMAP: Decomposing AUTOMAP to achieve scalability and enhance performance
J Schlemper, I Oksuz, JR Clough, J Duan, AP King, JA Schnabel, ...
arXiv preprint arXiv:1909.10995, 2019
172019
Cardiac MR motion artefact correction from k-space using deep learning-based reconstruction
I Oksuz, J Clough, A Bustin, G Cruz, C Prieto, R Botnar, D Rueckert, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2018
172018
A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography
N Fuin, A Bustin, T Küstner, I Oksuz, J Clough, AP King, JA Schnabel, ...
Magnetic resonance imaging 70, 155-167, 2020
122020
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
I Oksuz, JR Clough, B Ruijsink, EP Anton, A Bustin, G Cruz, C Prieto, ...
IEEE Transactions on Medical Imaging 39 (12), 4001-4010, 2020
82020
Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space
I Oksuz, J Clough, B Ruijsink, E Puyol-Anton, A Bustin, G Cruz, C Prieto, ...
arXiv preprint arXiv:1906.05695, 2019
82019
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI
N Byrne, JR Clough, G Montana, AP King
International Workshop on Statistical Atlases and Computational Models of …, 2020
72020
Image reconstruction in a manifold of image patches: Application to whole-fetus ultrasound imaging
A Gomez, V Zimmer, N Toussaint, R Wright, JR Clough, B Khanal, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2019
6*2019
Automated CNN-based reconstruction of short-axis cardiac MR sequence from real-time image data
E Kerfoot, EP Anton, B Ruijsink, J Clough, AP King, JA Schnabel
Image Analysis for Moving Organ, Breast, and Thoracic Images, 32-41, 2018
62018
MRI slice stacking using manifold alignment and wave kernel signatures
JR Clough, DR Balfour, PK Marsden, C Prieto, AJ Reader, AP King
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
62018
Interpretable deep models for cardiac resynchronisation therapy response prediction
E Puyol-Antón, C Chen, JR Clough, B Ruijsink, BS Sidhu, J Gould, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
52020
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Articles 1–20