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researcher

G. S. Collins

2 papers hereh-index 115.1k citations17 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

most citedPerformance evaluation of predictive AI models to support medical decisions: Overview and guidance

14 citations · 14 across the 2 of their papers we have counts for

collaborators

2 papers

cs.SE2026

Code Sharing In Prediction Model Research: A Scoping Review

Thomas Sounack, Raffaele Giancotti, Catherine A. Gao +8

Analytical code is essential for reproducing diagnostic and prognostic prediction model research, yet code availability in the published literature remains limited. While the TRIPO…

cs.LG2024★ 14 cited

Performance evaluation of predictive AI models to support medical decisions: Overview and guidance

Ben Van Calster, Gary S. Collins, Andrew J. Vickers +11

A myriad of measures to illustrate performance of predictive artificial intelligence (AI) models have been proposed in the literature. Selecting appropriate performance measures is…

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