Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer. - Hryhorii Chereda; Annalen Bleckmann; Frank Kramer 001; Andreas Leha; Tim Beißbarth (GMDS, 2019)

Ensemble-GNN: Source Code and Data. - Bastian Pfeifer; Hryhorii Chereda; Roman Martin; Anna Saranti; Sandra Clemens; Anne-Christin Hauschild; Tim Beißbarth; Andreas Holzinger; Dominik Heider (Zenodo, 2023)

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification. - Bastian Pfeifer; Hryhorii Chereda; Roman Martin; Anna Saranti; Sandra Clemens; Anne-Christin Hauschild; Tim Beißbarth; Andreas Holzinger; Dominik Heider (Bioinform., 2023)

Stable feature selection utilizing Graph Convolutional Neural Network and Layer-wise Relevance Propagation for biomarker discovery in breast cancer. - Hryhorii Chereda; Andreas Leha; Tim Beißbarth (Artif. Intell. Medicine, 2024)