Hryhorii Chereda

According to our database, Hryhorii Chereda authored at least 5 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

xGNN4MI: explainability of graph neural networks in 12-lead electrocardiography for cardiovascular disease classification.

Miriam Cindy Maurer, Philip Hempel, Kristin Elisabeth Steinhaus, Hryhorii Chereda, Marcus Vollmer, Dagmar Krefting, Nicolai Spicher, Anne-Christin Hauschild

npj Digit. Medicine, 2026

2024

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

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., October, 2023

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

Dataset, August, 2023

2019

Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer.

Hryhorii Chereda, Annalen Bleckmann, Frank Kramer, Andreas Leha, Tim Beißbarth

Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019