Author

Mark Ezegbogu

2 papers indexed here

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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. · Briefings in Bioinformatics · 0 citations

Open access Aug 2026

Epigenetic Profiling for Early Detection and Treatment Response Monitoring in Non–Small Cell Lung Cancer: Protocol for a Prospective Translational Biomarker Study

Abstract Background Non–small cell lung cancer (NSCLC) is the leading cause of cancer-related mortality worldwide and continues to have poor survival outcomes, with most patients diagnosed at advanced stages of disease. In New Zealand, NSCLC contributes substantially to cancer inequities, with Māori communities experie...

Rajiv Kumar, Safia May Farry, Mark Ezegbogu et al. · JMIR Research Protocols · 0 citations