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researcher

J. Freyberg

8 papers hereh-index 173.2k citations41 works total

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

author position
  • middle author7

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.LG3
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedDetecting Shortcut Learning for Fair Medical AI using Shortcut Testing

101 citations · 236 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 2 cited

Evaluating AI systems under uncertain ground truth: a case study in dermatology

David Stutz, Ali Taylan Cemgil, Abhijit Guha Roy +17

For safety, medical AI systems undergo thorough evaluations before deployment, validating their predictions against a ground truth which is assumed to be fixed and certain. However…

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