Richard Halpert

AutoSpill calculates spillover coefficients for high-parameter flow cytometry data using automated gating and iterative refinement, improving compensation without requiring manual tuning or well-defined controls.

The paper introduces opt-SNE, an automated t-SNE parameter selection tool that improves visualization and analysis of large single-cell datasets by optimizing early exaggeration and gradient descent settings.