Author

Lukas Miklautz

Max Planck Institute of BiochemistryORCID 0000-0002-2585-5895Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Giulia MuzioiD· 1 shared Karsten Michael BorgwardtiD· 1 shared Kemal AvicaniD· 1 shared Leyden FernándeziD· 1 shared Michael F. AdameriD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Giulia MuzioORCID

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1 paper

Recent·Most cited

Bacterial protein function prediction via multimodal deep learning

Giulia Muzio, Michael F. Adamer, Leyden Fernández, Lukas Miklautz, Karsten Michael Borgwardt, Kemal Avican

DeepEST predicts bacterial protein functions using a multimodal deep learning framework combining gene expression, localization, and structure data, outperforming existing methods on a 25-species benchmark.

bioRxiv · Oct 30, 2024 · PreprintBioinformatics