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Explaining decisions of Graph Convolutional Neural Networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer
Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck, Júlia Perera-Bel, Philip Stegmaier, Florian Auer, Frank Kramer, View ORCID ProfileAndreas Leha, Tim Beißbarth
doi: https://doi.org/10.1101/2020.08.05.238519
Hryhorii Chereda
1Medical Bioinformatics, University Medical Center Göttingen, Germany
Annalen Bleckmann
2Dept. of Medicine A (Hematology, Oncology, Hemostaseology and Pulmonology), University Hospital Muenster, Germany
Kerstin Menck
2Dept. of Medicine A (Hematology, Oncology, Hemostaseology and Pulmonology), University Hospital Muenster, Germany
Júlia Perera-Bel
3Hospital del Mar Medical Research Institute (IMIM) Barcelona, Spain
Philip Stegmaier
4geneXplain GmbH, Wolfenbüttel, Germany
Florian Auer
5IT Infrastructure for Translational Medical Research, University of Augsburg, Germany
Frank Kramer
5IT Infrastructure for Translational Medical Research, University of Augsburg, Germany
Andreas Leha
6Medical Statistics, University Medical Center Göttingen, Germany
Tim Beißbarth
1Medical Bioinformatics, University Medical Center Göttingen, Germany
Posted August 06, 2020.
Explaining decisions of Graph Convolutional Neural Networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer
Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck, Júlia Perera-Bel, Philip Stegmaier, Florian Auer, Frank Kramer, Andreas Leha, Tim Beißbarth
bioRxiv 2020.08.05.238519; doi: https://doi.org/10.1101/2020.08.05.238519
Explaining decisions of Graph Convolutional Neural Networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer
Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck, Júlia Perera-Bel, Philip Stegmaier, Florian Auer, Frank Kramer, Andreas Leha, Tim Beißbarth
bioRxiv 2020.08.05.238519; doi: https://doi.org/10.1101/2020.08.05.238519
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