DeepScript is building a phenotypic drug discovery platform for complex biology.

The most biologically relevant dmodels are often the hardest to scale: co-cultures, organoids, engineered cellular systems, and primary patient samples. Today, drug discovery often compromises by simplifying the assay until it fits high-throughput screening.

DeepScript uses transcriptomic profiling and machine learning to build predictive models of phenotypic assays, allowing discovery teams to computationally expand what can be screened experimentally. Our goal is to preserve the richness of complex disease biology while making it searchable at scale.

DeepScript

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DeepScript

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