Samuel C. Kimmey

This paper introduces a supervised dimensionality reduction method using hybrid subset selection with linear discriminant analysis to improve visualization and analysis of single-cell data.

The paper maps EMT and MET states in lung cancer using single-cell resolution and a novel computational tool, showing differences in trajectories and providing a framework for clinical sample characterization.