John T. Halloran

This paper demonstrates that deep semi-supervised learning improves peptide identification in shotgun proteomics by recalibrating peptide-spectrum matches more effectively than existing methods.

This paper introduces THEMIS, a method for analyzing tumor heterogeneity across multiple biopsies, showing improved accuracy over existing methods and applications in tracking cancer progression and treatment resistance.