Melissa H. Y. Wong

The paper develops a deep learning framework to identify and quantify rare hybrid cells in pancreatic cancer models using fluorescence microscopy.

UniFORM normalizes multiplex tissue imaging data by aligning negative populations and preserving positive variation, outperforming existing methods in batch effect mitigation and downstream analysis.