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Author

Peter A. Stockwell

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Open access Sep 2026

DNAmBERT: a transformer-based model for non-invasive cancer diagnosis using DNA sequence and methylation data

Abstract DNA methylation alterations are early and stable hallmarks of cancer and represent promising biomarkers for non-invasive detection using circulating cell-free DNA (cfDNA). However, current computational approaches often model DNA sequence and methylation features separately and struggle to capture complex read...

Maryam Yassi, Mark Ezegbogu, E. Rodger et al. · 0 citations

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