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researcher

L. Cattani

2 papers hereh-index 12560 citations51 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • eess.IV2
same name
  • L. Cattani — 1 paper, h 20

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 citedInteractive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces

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

collaborators

2 papers

eess.IV2023★ 1 cited

DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces

Helena Williams, João Pedrosa, Muhammad Asad +4

Deep learning-based automatic segmentation methods have become state-of-the-art. However, they are often not robust enough for direct clinical application, as domain shifts between…

eess.IV2021★ 4 cited

Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces

Helena Williams, João Pedrosa, Laura Cattani +4

Automatic medical image segmentation via convolutional neural networks (CNNs) has shown promising results. However, they may not always be robust enough for clinical use. Sub-optim…

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