Predicting cell health phenotypes using image-based morphology profiling
Gregory P. Way, Maria Kost‐Alimova, Tsukasa Shibue, William F. Harrington, Stanley Gill, Federica Piccioni, Tim Becker, Hamdah Shafqat-Abbasi, William C. Hahn, Anne Elizabeth Carpenter, Francisca Vázquez, Shantanu Singh
The paper develops a method to predict cell health phenotypes from Cell Painting images using machine learning, validated across multiple perturbations and assays.
Molecular Biology of the Cell · Feb 3, 2021Peer-reviewedBioinformatics