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South Australian Health and Medical Research Institute

Australia

5 papers here52 citations across 5
fields
  • eess.IV2
  • cs.CV1
  • cs.LG1
  • physics.med-ph1
ROR 03e3kts03OpenAlex

affiliations via OpenAlex

output
20212024
most citedBrain tumour segmentation using a triplanar ensemble of U-Nets

21 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • G. Carneiro2 · h 61
  • Johan Verjans2 · h 34
  • M. Jenkinson2 · h 90
  • Daniel Badger1 · h 2
  • E. Hyppönen1 · h 61
  • Gabriel Maicas1 · h 14
  • G. Snaauw1 · h 3
  • Guansong Pang1 · h 40
  • I. Madakkatel1 · h 4
  • J. C. Forster1 · h 8
  • K. Hickson1 · h 5
  • L. Griffanti1 · h 33
collaborating institutions
  • The University of AdelaideAU4 papers
  • Australian Centre for Robotic VisionAU3 papers
  • University of South AustraliaAU2 papers
  • Australian Institute of BusinessAU1 paper
  • South Australia PathologyAU1 paper
  • University of OxfordGB1 paper
  • Wellcome Centre for Integrative NeuroimagingGB1 paper
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 10 cited

LLpowershap: Logistic Loss-based Automated Shapley Values Feature Selection Method

Iqbal Madakkatel, Elina Hyppönen

Shapley values have been used extensively in machine learning, not only to explain black box machine learning models, but among other tasks, also to conduct model debugging, sensit…

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