Published August 31, 2023 | Version 1.0.0
Software Open

Ensemble-GNN: Source Code and Data

Authors/Creators

  • 1. Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz, Austria
  • 2. Medical Bioinformatics, University Medical Center Göttingen, Göttingen, Germany
  • 3. Data Science in Biomedicine, Department of Mathematics and Computer Science, University of Marburg, Marburg, Germany
  • 4. Human-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, Austria
  • 5. Institute for Medical Informatics, University Medical Center Göttingen, Göttingen, Germany

Description

Ensemble learning with graph neural networks for disease module discovery and classification.

This is a copy of the Ensemble-GNN GitHub repository, including used data and results.

Files

EnsembleGNN.zip

Files (217.6 MB)

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Additional details

Identifiers

URL
https://github.com/pievos101/Ensemble-GNN

Related works

Is documented by
Preprint: 10.1101/2023.03.22.533772 (DOI)
References
Journal article: 10.1093/bioinformatics/btac478 (DOI)
Journal article: 10.1177/1177932219899051 (DOI)
Journal article: 10.1038/ng.2764 (DOI)

Funding

European Commission
FeatureCloud - Privacy preserving federated machine learning and blockchaining for reduced cyber risks in a world of distributed healthcare 826078
FWF Austrian Science Fund
A Reference Model of Explainable AI for the Medical Domain P 32554