Aurélio Campilho

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

Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction

Ana Maria Mendonc̨a, Aurélio Campilho · IEEE Transactions on Medical Imaging · 2006 · 919 citations

Engineering, Retinal Images, Biomedical Engineering +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

End-to-End Adversarial Retinal Image Synthesis

Pedro Costa, Adrián Galdrán, Maria Inês Meyer et al. · IEEE Transactions on Medical Imaging · 2017 · 427 citations · Full text

Engineering, Machine Learning, Retinal Images +16

IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge

Prasanna Porwal, Samiksha Pachade, Manesh Kokare et al. · Medical Image Analysis · 2019 · 329 citations · Full text

Diabetic Retinopathy, Ocular Disease, Image Analysis +5