Author

Martin Ringsquandl

Siemens (Germany)ORCID 0000-0001-5004-312XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:mouse· 1

Frequent Co-Authors

Florin RatajczakiD· 1 shared Marcel E. Hildebrandt· 1 shared Matthias HeinigiD· 1 shared Mitchell JobliniD· 1 shared Pascal Falter‐BrauniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperGenetics

Florin RatajczakORCID

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1 paper

Recent·Most cited

GeneticsNature CommunicationsPeer-reviewedNov 8, 2023

Speos: An ensemble graph representation learning framework to predict core genes for complex diseases

Florin Ratajczak, Mitchell Joblin, Marcel E. Hildebrandt…·Matthias Heinig

Speos predicts core genes for complex diseases using graph representation learning, achieving validation rates comparable to Mendelian disorder genes and identifying druggable targets.

32 citations

mousegraph neural network

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