Deep Learning of Functional Perturbations from Condensate Morphology
Anita Donlic, Troy J. Comi, Sofia A. Quinodoz, Nima Jaberi-Lashkari, Krist Helen Antunes, Lifei Jiang, Lennard W Wiesner, Ai Ing Lim, Clifford P. Brangwynne
This paper introduces Deep-Phase, a deep learning framework that classifies and quantifies drug-induced changes in condensate morphology from microscopy images, revealing insights into nucleolar structure and function.
Cell · Jun 4, 2026Peer-reviewedMolecular Biology