diagnostics, as deep learning aids in predicting drug pharmacological properties, including potential side effects. At Insilico Medicine, researchers teamed up with Datalytic Solutions and Mind Research Network to train DNNs using gene expression data to forecast the therapeutic applications of a plethora of drugs. In some instances, even when predictions missed the mark, they revealed dual-use potential, opening doors for drug repurposing. CHALLENGES OF IMPLEMENTING DEEP LEARNING Despite its potential, implementing deep learning in the medical field demands a specific skill set. Many scientists lack the necessary computer