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researcher

Gary S. Collins

6 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 author5

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • cs.CY1
  • cs.LG1
same name
  • Gary S. Collins — 3 papers

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

most citedA general sample size framework for developing or updating a clinical prediction model

1 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

Critical Appraisal of Fairness Metrics in Clinical Predictive AI

João Matos, Ben Van Calster, Leo Anthony Celi +6

Predictive artificial intelligence (AI) offers an opportunity to improve clinical practice and patient outcomes, but risks perpetuating biases if fairness is inadequately addressed…

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