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Natalia Valderrama

2 papers hereh-index 392 citations6 works total

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

author position
  • first author2

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

fields
  • cs.CV1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedTowards Holistic Surgical Scene Understanding

53 citations · 53 across the 2 of their papers we have counts for

collaborators

2 papers

eess.IV2023

JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images

Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas +2

We propose the first joint-task learning framework for brain and vessel segmentation (JoB-VS) from Time-of-Flight Magnetic Resonance images. Unlike state-of-the-art vessel segmenta…

cs.CV2022★ 53 cited

Towards Holistic Surgical Scene Understanding

Natalia Valderrama, Paola Ruiz Puentes, Isabela Hernández +6

Most benchmarks for studying surgical interventions focus on a specific challenge instead of leveraging the intrinsic complementarity among different tasks. In this work, we presen…

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