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Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer

Crossref DOI link: https://doi.org/10.1186/s13073-021-00845-7

Published Online: 2021-03-11

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Chereda, Hryhorii

Bleckmann, Annalen

Menck, Kerstin

Perera-Bel, Júlia

Stegmaier, Philip

Auer, Florian

Kramer, Frank

Leha, Andreas

Beißbarth, Tim https://orcid.org/0000-0001-6509-2143
Funding

Funding for this research was provided by:

Nieders?chsische Ministerium f?r Wissenschaft und Kultur (MTB-report)

Bundesministerium f?r Bildung und Forschung (031L0024)

Deutsche Forschungsgemeinschaft (424252458)
License Information

Text and Data Mining valid from 2021-03-11

Version of Record valid from 2021-03-11
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Article History

Received: 26 August 2020

Accepted: 5 February 2021

First Online: 11 March 2021

Change Date: 9 June 2021

Change Type: Update

Change Details: In the original publication, the Funding section statement was incomplete and the statement "Open Access funding enabled and organized by Projekt DEAL” was missing. The article has been updated and the Funding section has been corrected.

Ethics approval and consent to participate

: Not applicable.

: Not applicable.

: PS is an employee of geneXplain GmbH, Germany. The remaining authors declare that they have no competing interests.

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