António Polónia

Classification of breast cancer histology images using Convolutional Neural Networks

Teresa Araújo, Guilherme Aresta, Eduardo Castro et al. · PLoS ONE · 2017 · 993 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

BACH: Grand challenge on breast cancer histology images

Guilherme Aresta, Teresa Araújo, Scotty Kwok et al. · Medical Image Analysis · 2019 · 637 citations · Full text

Actin stress fiber organization promotes cell stiffening and proliferation of pre-invasive breast cancer cells

Sandra Tavares, André Filipe Vieira, Anna Taubenberger et al. · Nature Communications · 2017 · 176 citations · Full text

Deep learning-based image analysis predicts PD-L1 status from H&E-stained histopathology images in breast cancer

Gil Shamai, Amir Livne, António Polónia et al. · Nature Communications · 2022 · 167 citations · Full text

Learning to detect lymphocytes in immunohistochemistry with deep learning

Żaneta Świderska-Chadaj, Hans Pinckaers, Mart van Rijthoven et al. · Medical Image Analysis · 2019 · 160 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +4