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Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.
Pfeifer, Bastian; Chereda, Hryhorii; Martin, Roman; Saranti, Anna; Clemens, Sandra; Hauschild, Anne-Christin; Beißbarth, Tim; Holzinger, Andreas; Heider, Dominik.
Affiliation
  • Pfeifer B; Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz 8036, Austria.
  • Chereda H; Medical Bioinformatics, University Medical Center Göttingen, Göttingen 37077, Germany.
  • Martin R; Data Science in Biomedicine, Department of Mathematics and Computer Science, University of Marburg, Marburg 35043, Germany.
  • Saranti A; Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz 8036, Austria.
  • Clemens S; Human-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna 1190, Austria.
  • Hauschild AC; Data Science in Biomedicine, Department of Mathematics and Computer Science, University of Marburg, Marburg 35043, Germany.
  • Beißbarth T; Institute for Medical Informatics, University Medical Center Göttingen, Göttingen 37075, Germany.
  • Holzinger A; Medical Bioinformatics, University Medical Center Göttingen, Göttingen 37077, Germany.
  • Heider D; Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz 8036, Austria.
Bioinformatics ; 39(11)2023 11 01.
Article in En | MEDLINE | ID: mdl-37988152
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Full text: 1 Database: MEDLINE Main subject: DNA Methylation / Machine Learning Limits: Humans Language: En Year: 2023 Type: Article
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Full text: 1 Database: MEDLINE Main subject: DNA Methylation / Machine Learning Limits: Humans Language: En Year: 2023 Type: Article