Author

Sebastian Lutz

University of Augsburg

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Dennis HartmanniD· 1 shared Florian AueriD· 1 shared Frank KrämeriD· 1 shared Hryhorii CheredaiD· 1 shared Tim BeißbarthiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Dennis HartmannORCID

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1 paper

Recent·Most cited

Adaptation of Graph Convolutional Neural Networks and Graph Layer-wise Relevance Propagation to the Spektral library with application to gene expression data of Colorectal Cancer patients

Sebastian Lutz, Florian Auer, Dennis Hartmann, Hryhorii Chereda, Tim Beißbarth, Frank Krämer

The paper adapts graph convolutional neural networks and graph layer-wise relevance propagation to the Spektral library for analyzing gene expression data from colorectal cancer patients, identifying relevant genes and subnetworks.

bioRxiv · Jan 26, 2023 · PreprintBioinformatics