805 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Queen Mary University of LondonGB5 papers
- St Bartholomew's HospitalGB4 papers
- Health Data Research UKGB3 papers
- The Alan Turing InstituteGB3 papers
- University of OxfordGB3 papers
- William Harvey Research InstituteGB3 papers
- British Heart FoundationGB2 papers
- Guy's and St Thomas' NHS Foundation TrustGB2 papers
- Imperial College LondonGB2 papers
- John Radcliffe HospitalGB2 papers
- Universitat de BarcelonaES2 papers
- University College LondonGB2 papers
3 papers · 1 filter
Joint Dense-Point Representation for Contour-Aware Graph Segmentation
Kit Mills Bransby, Greg Slabaugh, Christos Bourantas +1
We present a novel methodology that combines graph and dense segmentation techniques by jointly learning both point and pixel contour representations, thereby leveraging the benefi…
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
Ahmed Salih, Zahra Raisi-Estabragh, Ilaria Boscolo Galazzo +4
eXplainable artificial intelligence (XAI) methods have emerged to convert the black box of machine learning (ML) models into a more digestible form. These methods help to communica…
Characterizing the contribution of dependent features in XAI methods
Ahmed Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh +3
Explainable Artificial Intelligence (XAI) provides tools to help understanding how the machine learning models work and reach a specific outcome. It helps to increase the interpret…