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researcher

I. Roberts

1 paper hereh-index 5224 citations14 works total

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.AP1
same name
  • I. Roberts — 25 papers, h 15
  • I. Roberts — 17 papers, h 14
  • I. Roberts — 4 papers, h 8
  • I. Roberts — 3 papers, 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

1 paper

stat.AP2023

Do machine learning methods lead to similar individualized treatment rules? A comparison study on real data

Florie Bouvier, Etienne Peyrot, Alan Balendran +4

Identifying patients who benefit from a treatment is a key aspect of personalized medicine, which allows the development of individualized treatment rules (ITRs). Many machine lear…

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