Author

Marcel E. Hildebrandt

Siemens (Germany)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Genetics· 1

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 Martin RingsquandliD· 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

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

Florin Ratajczak, Mitchell Joblin, Marcel E. Hildebrandt, Martin Ringsquandl, Pascal Falter‐Braun, 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.

Nature Communications · Nov 8, 2023Peer-reviewedGenetics