Author

Thomas Walton

Georgia Institute of TechnologyORCID 0009-0001-2416-1752Unclaimed 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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Approach:deep learning· 1 Assay:DNA methylation· 1 Organism:human· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Amirali AghazadehiD· 1 shared Darin TsuiiD· 1 shared Dustin J. E. HuardiD· 1 shared Lauren Fogel· 1 shared Rafael Siqueira ChagasiD· 1 shared Raquel L. LiebermaniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Amirali AghazadehORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 17, 2025

GOLF: A Generative AI Framework for Pathogenicity Prediction of Myocilin OLF Variants

Thomas Walton, Darin Tsui, Lauren Fogel…·Amirali Aghazadeh

GOLF predicts the pathogenicity of myocilin OLF domain variants using generative AI and interpretable models, achieving accurate classification of known pathogenic and benign variants.

2 citations

humanDNA methylation

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