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GNN-SubNet: disease subnetwork detection with explainable Graph Neural Networks

View ORCID ProfileBastian Pfeifer, Afan Secic, Anna Saranti, Andreas Holzinger
doi: https://doi.org/10.1101/2022.01.12.475995
Bastian Pfeifer
1Institute for Medical Informatics, Statistics and Documentation. Medical University Graz, Austria
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  • ORCID record for Bastian Pfeifer
  • For correspondence: bastian.pfeifer@medunigraz.at
Afan Secic
2Institute of Interactive Systems and Data Science. Graz University of Technology, Austria
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Anna Saranti
1Institute for Medical Informatics, Statistics and Documentation. Medical University Graz, Austria
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Andreas Holzinger
1Institute for Medical Informatics, Statistics and Documentation. Medical University Graz, Austria
2Institute of Interactive Systems and Data Science. Graz University of Technology, Austria
3Alberta Machine Intelligence Institute, University of Alberta, Edmonton, Canada
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Article Information

doi 
https://doi.org/10.1101/2022.01.12.475995
History 
  • January 12, 2022.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license.

Author Information

  1. Bastian Pfeifer1,*,
  2. Afan Secic2,
  3. Anna Saranti1 and
  4. Andreas Holzinger1,2,3
  1. 1Institute for Medical Informatics, Statistics and Documentation. Medical University Graz, Austria
  2. 2Institute of Interactive Systems and Data Science. Graz University of Technology, Austria
  3. 3Alberta Machine Intelligence Institute, University of Alberta, Edmonton, Canada
  1. ↵*Corresponding author: Bastian Pfeifer (bastian.pfeifer{at}medunigraz.at).
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Posted January 12, 2022.
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GNN-SubNet: disease subnetwork detection with explainable Graph Neural Networks
Bastian Pfeifer, Afan Secic, Anna Saranti, Andreas Holzinger
bioRxiv 2022.01.12.475995; doi: https://doi.org/10.1101/2022.01.12.475995
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GNN-SubNet: disease subnetwork detection with explainable Graph Neural Networks
Bastian Pfeifer, Afan Secic, Anna Saranti, Andreas Holzinger
bioRxiv 2022.01.12.475995; doi: https://doi.org/10.1101/2022.01.12.475995

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