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Isabel Rio-Torto

2 papers hereh-index 5140 citations14 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
  • cs.CV2
same name
  • Isabel Rio-Torto — 3 papers, 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

most citedA survey on attention mechanisms for medical applications: are we moving towards better algorithms?

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

collaborators

2 papers

cs.CV2025

CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification

Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso +2

The main challenges limiting the adoption of deep learning-based solutions in medical workflows are the availability of annotated data and the lack of interpretability of such syst…

cs.CV2022★ 2 cited

A survey on attention mechanisms for medical applications: are we moving towards better algorithms?

Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira +1

The increasing popularity of attention mechanisms in deep learning algorithms for computer vision and natural language processing made these models attractive to other research dom…

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