Seguir
James R. Clough
James R. Clough
CTO, Robin AI
Dirección de correo verificada de robinai.co.uk - Página principal
Título
Citado por
Citado por
Año
Neural embeddings of graphs in hyperbolic space
BP Chamberlain, J Clough, MP Deisenroth
arXiv preprint arXiv:1705.10359, 2017
1372017
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
1002019
Transitive reduction of citation networks
JR Clough, J Gollings, TV Loach, TS Evans
Journal of Complex Networks 3 (2), 189-203, 2015
852015
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
542019
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
542018
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
532019
What is the dimension of citation space?
JR Clough, TS Evans
Physica A: Statistical Mechanics and its Applications 448, 235-247, 2016
462016
Embedding graphs in Lorentzian spacetime
JR Clough, TS Evans
PLoS One, 2017
322017
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
312019
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
302019
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
282020
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
242018
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
202020
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
192019
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
182020
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
162020
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
162019
Pseudo-normal PET synthesis with generative adversarial networks for localising hypometabolism in epilepsies
SN Yaakub, CJ McGinnity, JR Clough, E Kerfoot, N Girard, E Guedj, ...
International Workshop on Simulation and Synthesis in Medical Imaging, 42-51, 2019
92019
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
72019
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
72018
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20