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researcher

D. Valkenborg

3 papers hereh-index 312.5k citations131 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • eess.IV1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedEvaluating Feature Attribution Methods in the Image Domain

7 citations · 7 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2022★ 7 cited

Evaluating Feature Attribution Methods in the Image Domain

Arne Gevaert, Axel-Jan Rousseau, Thijs Becker +3

Feature attribution maps are a popular approach to highlight the most important pixels in an image for a given prediction of a model. Despite a recent growth in popularity and avai…

eess.IV2020

Post Training Uncertainty Calibration of Deep Networks For Medical Image Segmentation

Axel-Jan Rousseau, Thijs Becker, Jeroen Bertels +2

Neural networks for automated image segmentation are typically trained to achieve maximum accuracy, while less attention has been given to the calibration of their confidence score…

stat.AP2017

Assigning peaks and modeling ETD in top-down mass spectrometry

Mateusz Krzysztof Łącki, Frederik Lermyte, Błażej Miasojedow +5

Among many techniques of modern mass spectrometry, the top down methods are becoming continuously more popular in the overall strive to describe the proteome. These techniques are…

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