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researcher

Giovanni Ciná

6 papers hereh-index 233 citations6 works total

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

author position
  • middle author2
  • last author4

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

fields
  • cs.CL2
  • cs.LG2
  • stat.ME2
same name
  • Giovanni Ciná — 8 papers, h 11

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 citedWhen accurate prediction models yield harmful self-fulfilling prophecies

6 citations · 6 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2026

Rethinking external validation for the target population: Capturing patient-level similarity with a generative model

Mohammad Azizmalayeri, Ameen Abu-Hanna, Saskia Houterman +2

Background: External validation is essential for assessing the transportability of predictive models. However, its interpretation is often confounded by differences between externa…

stat.ME2023★ 6 cited

When accurate prediction models yield harmful self-fulfilling prophecies

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe +2

Prediction models are popular in medical research and practice. By predicting an outcome of interest for specific patients, these models may help inform difficult treatment decisio…

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