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researcher

B. van Calster

13 papers hereh-index 416.7k citations168 works total

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

author position
  • middle author7
  • last author5

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ME7
  • cs.LG3
  • cs.CV1
  • stat.AP1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedUnderstanding metric-related pitfalls in image analysis validation

204 citations · 383 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

stat.ME2023★ 19 cited

How to develop, externally validate, and update multinomial prediction models

Celina K Gehringer, Glen P Martin, Ben Van Calster +3

Multinomial prediction models (MPMs) have a range of potential applications across healthcare where the primary outcome of interest has multiple nominal or ordinal categories. Howe…

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.