Helen Marie McGuire

dioscRi improves transferability of deep learning models for cytometry data by integrating normalization, cell type hierarchies, and clinical outcome prediction.

The paper identifies NK-like CD8 T-cell expansion and CXCL12+ reticular cell remodeling as markers of azacitidine response in MDS through longitudinal bone marrow profiling.

This paper introduces a neuromorphic imaging cytometry system for human blood cells, achieving high accuracy with reduced resource usage.