Author

Mike Gavrielides

The Francis Crick InstituteORCID 0000-0002-7341-6811Unclaimed 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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Research Focus:benchmarking· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Amy StrangeiD· 1 shared Andrea CairoliiD· 1 shared David HouseiD· 1 shared Emma E. CawoodiD· 1 shared George S. BiggsiD· 1 shared Harry WildersiD· 1 shared Hugues LambertiD· 1 shared Ioannis G. RiziotisiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Amy StrangeORCID

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1 paper

Recent·Most cited

Determinants of cysteine coverage by chemoproteomics

Ioannis G. Riziotis, Harry Wilders, Andrea Cairoli, Hugues Lambert, Jamie Dark, George S. Biggs, Emma E. Cawood, William J. McCarthy, Luke Nightingale, María Paula Magariños, Mike Gavrielides, Karen Ambrose, Amy Strange, Mark J. Skehel, Simon J. Boulton, , Jacob T. Bush

This study identifies factors governing cysteine detection in chemoproteomics using machine learning and statistical filtering, showing that peptide properties and abundance are key determinants.

bioRxiv · Oct 19, 2026 · PreprintBioinformatics