Dickson M. D. Siu

MorphoGenie is an unsupervised deep-learning framework for morphological profiling of cells that learns interpretable, generalizable features without manual annotation or labeled data.

This paper introduces SpAD, a high-throughput label-free imaging platform for live-cell drug and genetic screens, enabling rapid, unbiased profiling of cellular responses.

starmapVR provides an immersive visualization tool for single-cell and spatial omic data using VR, supporting 3D and 2.5D views with multiple interaction methods.

PARC is a scalable graph-based clustering algorithm for large single-cell datasets, outperforming existing methods in speed and rare population detection.