Author

Marijn Bart Martens

ORCID 0000-0002-5196-5131Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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

Frequent Co-Authors

Artoghrul AlishbayliiD· 1 shared Paul H. E. TiesingaiD· 1 shared Seán Gies· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Artoghrul AlishbayliORCID

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1 paper

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Genetic & Genomic MedicineJournal of Human GeneticsPeer-reviewedJun 22, 2026

Functional Effect Predictions For Ion Channel Missense Variants Using a Protein Language Model

Seán Gies, Artoghrul Alishbayli, Paul H. E. Tiesinga, Marijn Bart Martens

The paper introduces MissION, a protein language model-based classifier for predicting functional effects of ion channel missense variants, achieving higher accuracy than existing models.

DOI 10.1038/s10038-026-01484-9

protein sequencedeep learning