Emma Crawford

The Interplay Between Sketching and Graph Generation Algorithms in Identifying Biologically Cohesive Cell-Populations in Single-Cell Data

The paper investigates how sketching and graph generation methods affect the identification of biologically meaningful cell-populations in single-cell data, finding that sketching is more critical than graph construction.

A Graph Coarsening Algorithm for Compressing Representations of Single-Cell Data with Clinical or Experimental Attributes

This paper introduces cytocoarsening, a graph-coarsening algorithm that compresses single-cell data representations while preserving biological insights from phenotypic and experimental attributes.