Guilherme Aresta

Classification of breast cancer histology images using Convolutional Neural Networks

Teresa Araújo, Guilherme Aresta, Eduardo Castro et al. · PLoS ONE · 2017 · 1K citations · Full text

Computing, Computer Science, Pathology +17

BACH: Grand challenge on breast cancer histology images

Guilherme Aresta, Teresa Araújo, Scotty Kwok et al. · Medical Image Analysis · 2019 · 679 citations · Full text

Medicine, Oncology, Pathology +17

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery

Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze et al. · Medical Image Analysis · 2018 · 128 citations · Full text

Medicine, Ophthalmology, Surgery +14

DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images

Teresa Araújo, Guilherme Aresta, Luís Mendonça et al. · Medical Image Analysis · 2020 · 125 citations · Full text

Computing, Computer Science, Ophthalmology +17

AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge

Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard et al. · IEEE Transactions on Medical Imaging · 2023 · 81 citations · Full text

Computing, Computer Science, Ophthalmology +15