Author

Juho Kellosalo

University of Helsinki

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alexandru DumitrescuiD· 1 shared Anja PaateroiD· 1 shared Emmi JokineniD· 1 shared Harri J LähdesmäkiiD· 1 shared Ville O. PaavilaineniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Alexandru DumitrescuORCID

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1 paper

Recent·Most cited

TSignal: A transformer model for signal peptide prediction

Alexandru Dumitrescu, Emmi Jokinen, Anja Paatero, Juho Kellosalo, Ville O. Paavilainen, Harri J Lähdesmäki

TSignal is a transformer model that predicts signal peptides and their cleavage sites, showing improved accuracy across various organisms and peptide types.

Bioinformatics · May 25, 2023Peer-reviewedBioinformatics