Author

Mert Pekey

Sabancı Üniversitesi

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Emine Ayşe SunariD· 1 shared Öznur TaştaniD· 1 shared Ramazan Gökberk CinbişiD· 1 shared Zeynep Işık· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Emine Ayşe SunarORCID

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1 paper

Recent·Most cited

DARKIN: A zero-shot benchmark for phosphosite-dark kinase association using protein language models

Emine Ayşe Sunar, Zeynep Işık, Mert Pekey, Ramazan Gökberk Cinbiş, Öznur Taştan

DARKIN evaluates phosphosite-dark kinase associations using zero-shot classification with protein language models, showing ESM, ProtT5-XL, and SaProt perform best.

Bioinformatics · Aug 28, 2025Peer-reviewedBioinformatics