Author

Zeynep Işık

Sabancı Üniversitesi

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Biology Disciplines

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Bioinformatics· 1

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

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Emine Ayşe SunariD· 1 shared Mert Pekey· 1 shared Öznur TaştaniD· 1 shared Ramazan Gökberk CinbişiD· 1 shared

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Emine Ayşe SunarORCID

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1 paper

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BioinformaticsBioinformaticsPeer-reviewedAug 28, 2025

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

Emine Ayşe Sunar, Zeynep Işık, Mert Pekey…·Öznur Taştan

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

DOI 10.1093/bioinformatics/btaf480

proteomicsstatistical model

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