James R. Clough
TitleCited byYear
Neural embeddings of graphs in hyperbolic space
BP Chamberlain, J Clough, MP Deisenroth
arXiv preprint arXiv:1705.10359, 2017
Transitive reduction of citation networks
JR Clough, J Gollings, TV Loach, TS Evans
Journal of Complex Networks 3 (2), 189-203, 2015
What is the dimension of citation space?
JR Clough, TS Evans
Physica A: Statistical Mechanics and its Applications 448, 235-247, 2016
Embedding graphs in Lorentzian spacetime
JR Clough, TS Evans
PLoS One, 2017
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
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
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
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
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
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
Time and citation networks
JR Clough, TS Evans
arXiv preprint arXiv:1507.01388, 2015
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
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
High-quality segmentation of low quality cardiac MR images using k-space artefact correction
I Oksuz, J Clough, W Bai, B Ruijsink, E Puyol-Antón, G Cruz, C Prieto, ...
International Conference on Medical Imaging with Deep Learning, 380-389, 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
Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR
N Byrne, JR Clough, I Valverde, G Montana, AP King
Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image …, 2019
Assessing the impact of blood pressure on cardiac function using interpretable biomarkers and variational autoencoders
E Puyol-Antón, B Ruijsink, JR Clough, I Oksuz, D Rueckert, R Razavi, ...
arXiv preprint arXiv:1908.04538, 2019
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
PET-MR respiratory signal estimation using semi-supervised manifold alignment
DR Balfour, JR Clough, X Chen, M Belzunce, C Prieto, PK Marsden, ...
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
Causal structure in networks
J Clough
Imperial College London, 2017
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