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Umberto Villa

3 papers hereh-index 235 citations4 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • math.NA1
  • stat.CO1
same name
  • Umberto Villa — 19 papers, h 9
  • Umberto Villa — 8 papers, h 8
  • Umberto Villa — 2 papers, h 2
  • Umberto Villa — 2 papers, h 2
  • Umberto Villa — 2 papers, h 1
  • Umberto Villa — 1 paper

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

activity
20172025
most citedPredictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology

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

collaborators
Showing cs.CEShow all

1 paper · 1 filter

cs.CE2025★ 2 cited

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology

Graham Pash, Umberto Villa, David A. Hormuth +2

Quantifying the uncertainty in predictive models is critical for establishing trust and enabling risk-informed decision making for personalized medicine. In contrast to one-size-fi…

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