Pedro Costa

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

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery

Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze et al. · Medical Image Analysis · 2018 · 121 citations

Data Annotation, Machine Vision, Image Analysis +8

A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images

Pedro Costa, Adrián Galdrán, Asim Smailagic et al. · IEEE Access · 2018 · 92 citations · Full text

Weakly-supervised Framework, Multiple Instance Learning, Engineering +21

Towards Adversarial Retinal Image Synthesis

Pedro Costa, Adrián Galdrán, Maria Inês Meyer et al. · arXiv (Cornell University) · 2017 · 76 citations · Full text

Synthetic Retinal Images, Machine Vision, Machine Learning +13

MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis

Asim Smailagic, Pedro Costa, Hae Young Noh et al. · 2018 · 63 citations

Few-shot Learning, Convolutional Neural Network, Medical Image Segmentation +23