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researcher

Carianne Martinez

4 papers hereh-index 8189 citations26 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • cs.CV1
  • cs.LG1
  • eess.IV1
same name
  • Carianne Martinez — 1 paper, h 1
  • Carianne Martinez — 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

activity
20192022
most citedQuantifying the unknown impact of segmentation uncertainty on image-based simulations

59 citations · 65 across the 4 of their papers we have counts for

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2019★ 2 cited

We Know Where We Don't Know: 3D Bayesian CNNs for Credible Geometric Uncertainty

Tyler LaBonte, Carianne Martinez, Scott A. Roberts

Deep learning has been successfully applied to the segmentation of 3D Computed Tomography (CT) scans. Establishing the credibility of these segmentations requires uncertainty quant…

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