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researcher

Gary S. Collins

11 papers hereh-index 103.3k citations27 works total

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

author position
  • middle author9
  • last author1

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ME7
  • cs.LG2
  • cs.CV1
  • cs.CY1
same name
  • Gary S. Collins — 1 paper, h 12
  • Gary S. Collins — 1 paper, h 5
  • Gary S. Collins — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedUnderstanding metric-related pitfalls in image analysis validation

204 citations · 209 across the 10 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2023★ 204 cited

Understanding metric-related pitfalls in image analysis validation

Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75

Validation metrics are key for the reliable tracking of scientific progress and for bridging the current chasm between artificial intelligence (AI) research and its translation int…

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