563 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University College LondonGB43 papers
- UCL Queen Square Institute of NeurologyGB15 papers
- King's College LondonGB11 papers
- Wellcome Centre for Human NeuroimagingGB8 papers
- Wellcome / EPSRC Centre for Interventional and Surgical SciencesGB8 papers
- Queen Mary University of LondonGB7 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Sorbonne UniversitéFR4 papers
- Assistance Publique – Hôpitaux de ParisFR3 papers
- Harvard UniversityUS3 papers
- InsermFR3 papers
- Massachusetts General HospitalUS3 papers
Showing 2017 · cs.CVShow all
2 papers · 2 filters
cs.CV2017★ 563 cited
NiftyNet: a deep-learning platform for medical imaging
Eli Gibson, Wenqi Li, Carole Sudre +14
Medical image analysis and computer-assisted intervention problems are increasingly being addressed with deep-learning-based solutions. Established deep-learning platforms are flex…
cs.CV2017★ 90 cited
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks
Lucas Fidon, Wenqi Li, Luis C. Garcia-Peraza-Herrera +4
The Dice score is widely used for binary segmentation due to its robustness to class imbalance. Soft generalisations of the Dice score allow it to be used as a loss function for tr…