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researcher

Tom Kamiel Magda Vercauteren

King's College London

86 papers hereh-index 5917.5k citations362 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author38
  • last author44

Across the 83 of 86 papers where every author was matched, so the position is known.

fields
  • cs.CV43
  • eess.IV32
  • cs.LG3
  • cs.RO3
  • physics.med-ph2
  • cs.HC1
affiliations
  • King's College London
  • UCL
  • KU Leuven
Homepage

identity via Semantic Scholar / OpenAlex

activity
20152024
most citedGeneralised Dice overlap as a deep learning loss function for highly unbalanced segmentations

2.7k citations · 9.2k across the 86 of their papers we have counts for

collaborators
Showing 2019 · cs.CVShow all

2 papers · 2 filters

cs.CV2019★ 6 cited

Permutohedral Attention Module for Efficient Non-Local Neural Networks

Samuel Joutard, Reuben Dorent, Amanda Isaac +3

Medical image processing tasks such as segmentation often require capturing non-local information. As organs, bones, and tissues share common characteristics such as intensity, sha…

cs.CV2019★ 68 cited

Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy

Daniele Ravì, Agnieszka Barbara Szczotka, Stephen P Pereira +1

In recent years, endomicroscopy has become increasingly used for diagnostic purposes and interventional guidance. It can provide intraoperative aids for real-time tissue characteri…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.