Katsiaryna Davydzenka

This paper introduces a Bayesian framework for differential gene expression analysis that scales to over 10 million cells and integrates data from multiple patients.

This paper introduces SCOUT, a synthetic whole-genome sequencing resource for benchmarking cancer genomic analysis, revealing performance issues in complex tumours and highlighting the importance of evolutionary ground truth.

DeConveil extends differential gene expression analysis to account for genome aneuploidy by integrating CNV data, improving gene classification and biomarker discovery in cancer.