Sofia Ira Ktena

Swarm Learning for decentralized and confidential clinical machine learning

Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry et al. · Nature · 2021 · 788 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

Early treatment of COVID-19 with anakinra guided by soluble urokinase plasminogen receptor plasma levels: a double-blind, randomized controlled phase 3 trial

Evdoxia Kyriazopoulou, Haralampos Milionis, Symeon Metallidis et al. · Nature Medicine · 2021 · 518 citations · Full text

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

Collaboration between clinicians and vision–language models in radiology report generation

Ryutaro Tanno, David G. T. Barrett, Andrew Sellergren et al. · Nature Medicine · 2024 · 101 citations · Full text

Artificial Intelligence, Intelligent Diagnostics, Diagnosis +18