James R. Clough

A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology

James R. Clough, İlkay Öksüz, Veronika A. Zimmer et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 219 citations · Full text

Neural Embeddings of Graphs in Hyperbolic Space

Benjamin Paul Chamberlain, James R. Clough, Marc Peter Deisenroth · arXiv (Cornell University) · 2017 · 59 citations · Full text

Natural Language Processing, Structured Prediction, Geometric Learning +13

A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography

Niccolò Fuin, Aurélien Bustin, Thomas Küstner et al. · Magnetic Resonance Imaging · 2020 · 52 citations

Engineering, Health Sciences, Medical Imaging +9

Transitive Reduction of Citation Networks

James R. Clough, Tamar Loach · Figshare · 2014 · 46 citations · Full text

Neural Embeddings of Graphs in Hyperbolic Space

James R. Clough · Spiral (Imperial College London) · 2017 · 45 citations · Full text

Natural Language Processing, Structured Prediction, Geometric Learning +13