Omics with active learning optimizes phenotypic screens
Dec 03, 2025
Nature Reviews Drug Discovery article: Phenotypic drug discovery screens offer physiologically relevant disease-linked readouts and account for polypharmacology. However, they are more complex than target-based screens and difficult to conduct at scale. Reporting in Science, DeMeo et al. apply transcriptome datasets as a proxy for cell phenotypes and design a deep learning framework to prioritize compounds […]