Enzo Ferrante

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

Ozan Oktay, Enzo Ferrante, Konstantinos Kamnitsas et al. · IEEE Transactions on Medical Imaging · 2017 · 724 citations · Full text

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease

Sarah Parisot, Sofia Ira Ktena, Enzo Ferrante et al. · Medical Image Analysis · 2018 · 713 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +14

Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

Agostina J. Larrazabal, Nicolás Nieto, Victoria Peterson et al. · Proceedings of the National Academy of Sciences · 2020 · 598 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Metric learning with spectral graph convolutions on brain connectivity networks

Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante et al. · NeuroImage · 2017 · 365 citations

Spectral Theory, Spectral Graph Convolutions, Manifold Learning +11

Addressing fairness in artificial intelligence for medical imaging

María Agustina Ricci Lara, Rodrigo Echeveste, Enzo Ferrante · Nature Communications · 2022 · 184 citations · Full text

Artificial Intelligence, Engineering, Responsible Ai +14