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researcher

G. Collins

2 papers hereh-index 102.2k citations16 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
same name
  • G. Collins — 2 papers, h 2
  • G. Collins — 1 paper, h 8
  • G. Collins — 1 paper, h 0
  • G. Collins — 1 paper, h 1
  • G. 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

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

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.