Author
Medical University of GrazORCID 0000-0002-6786-5194Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
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Bastian Pfeifer, Hryhorii Chereda, Roman Martin…·Dominik Heider
Ensemble-GNN enables federated, ensemble-based graph neural networks for disease module discovery using patient-specific PPI networks and omics data.
Jacqueline Michelle Beinecke, Anna Saranti, Alessa Angerschmid…·Anne-Christin Hauschild
CLARUS is an interactive explainable AI platform for GNNs that allows clinicians to validate, modify, and retrain models using patient-specific biological networks.
Bastian Pfeifer, Afan Secic, Anna Saranti, Andreas Holzinger
This paper introduces GNN-SubNet, an explainable graph neural network framework for detecting disease subnetworks using patient-specific protein-protein interaction networks enriched with molecular data.