Phuc Nguyen

BudFinder uses a masked auto-encoder to detect yeast cell divisions with minimal training data, reducing manual labeling by over five-fold while maintaining accuracy.

This paper introduces UPSIDE, a deep learning platform that identifies dynamic cell phenotypic states from transmitted light movies by clustering latent representations and inferring transition rates.