Author

Fabrice Kusters

Eindhoven University of Technology

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:proteomics· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Grigory ReznikoviD· 1 shared Henk van den ToorniD· 1 shared Majid MohammadiiD· 1 shared Pavel G. SinitcyniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Grigory ReznikovORCID

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1 paper

Recent·Most cited

Protein Language Model Decoys for Target Decoy Competition in Proteomics: Quality Assessment and Benchmarks

Grigory Reznikov, Fabrice Kusters, Majid Mohammadi, Henk van den Toorn, Pavel G. Sinitcyn

This paper introduces a protein language model-based decoy generation method for proteomics and benchmarks it against classical decoy strategies, finding it less distinguishable by neural networks but not superior in search performance.

Journal of Proteome Research · Aug 18, 2026Peer-reviewedBioinformatics