עקוב אחר
James R. Clough
James R. Clough
CTO, Robin AI
כתובת אימייל מאומתת בדומיין robinai.co.uk - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
IEEE transactions on pattern analysis and machine intelligence 44 (12), 8766 …, 2020‏
2912020
Left-ventricle quantification using residual U-Net‏
E Kerfoot, J Clough, I Oksuz, J Lee, AP King, JA Schnabel‏
Statistical Atlases and Computational Models of the Heart. Atrial …, 2019‏
2192019
Neural embeddings of graphs in hyperbolic space‏
BP Chamberlain, J Clough, MP Deisenroth‏
arXiv preprint arXiv:1705.10359, 2017‏
2102017
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
1122019
Transitive reduction of citation networks‏
JR Clough, J Gollings, TV Loach, TS Evans‏
Journal of Complex Networks 3 (2), 189-203, 2015‏
972015
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
862020
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
852019
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
852019
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
682019
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
552020
What is the dimension of citation space?‏
JR Clough, TS Evans‏
Physica A: Statistical Mechanics and its Applications 448, 235-247, 2016‏
492016
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
442019
Interpretable deep models for cardiac resynchronisation therapy response prediction‏
E Puyol-Antón, C Chen, JR Clough, B Ruijsink, BS Sidhu, J Gould, ...‏
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020‏
432020
Embedding graphs in Lorentzian spacetime‏
JR Clough, TS Evans‏
PLoS One, 2017‏
422017
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, ...‏
Machine Learning for Medical Image Reconstruction: First International …, 2018‏
392018
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
352019
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI‏
N Byrne, JR Clough, G Montana, AP King‏
Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC …, 2021‏
332021
A persistent homology-based topological loss for CNN-based multiclass segmentation of CMR‏
N Byrne, JR Clough, I Valverde, G Montana, AP King‏
IEEE transactions on medical imaging 42 (1), 3-14, 2022‏
312022
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
242019
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
122019
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20