Author

Kerstin Menck

University Hospital MünsterORCID 0000-0002-8188-0163Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Andreas LehaiD· 1 shared Annalen BleckmanniD· 1 shared Florian AueriD· 1 shared Frank KrämeriD· 1 shared Hryhorii CheredaiD· 1 shared Júlia Perera‐BeliD· 1 shared Philip StegmaieriD· 1 shared Tim BeißbarthiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Andreas LehaORCID

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1 paper

Recent·Most cited

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 Krämer, Andreas Leha, Tim Beißbarth

The paper introduces GLRP, a method to explain Graph-CNN decisions in breast cancer metastasis prediction, identifying patient-specific molecular subnetworks that align with clinical knowledge.

Genome Medicine · Mar 11, 2021Peer-reviewedBioinformatics