Concepedia

Catarina Barata

CB

20

Publications

1.6K

Citations

18

H-Index

2011

Active since

Affiliations

Instituto Superior Técnico(Current)

INESC TEC

University of Lisbon

Memorial Sloan Kettering Cancer Center

The University of Queensland

Catarina Barata is an author at Instituto Superior Técnico specializing in dermatology, engineering, and computer vision.

ORCID

Top concepts

Publications per year

2011–2023

20

Publications

20

Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features

Catarina Barata, Margarida Ruela, Mariana Francisco et al. · IEEE Systems Journal · 2013 · 440 citations

, , +20

Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

Sarah Haggenmüller, Roman C. Maron, Achim Hekler et al. · European Journal of Cancer · 2021 · 233 citations · Full text

Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology

Roxana Daneshjou, Catarina Barata, Brigid Betz‐Stablein et al. · JAMA Dermatology · 2021 · 136 citations · Full text

Explainable skin lesion diagnosis using taxonomies

Catarina Barata, M. Emre Celebi, Jorge S. Marques · Pattern Recognition · 2020 · 129 citations

, , +6

A reinforcement learning model for AI-based decision support in skin cancer

Catarina Barata, Veronica Rotemberg, Noel Codella et al. · Nature Medicine · 2023 · 85 citations · Full text

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