Pharma & Biotechscenario simulation and decision optimization under uncertaintyproposed and tutorialized workflow grounded in a real trial example; practical and near-deployment for study design teams rather than a commercialized ai product.

Simulation-driven design of adaptive clinical trials with a single interim analysis

Before running a real drug trial, teams use computer simulations to rehearse many possible trial outcomes so they can choose rules for an interim check without making the study unfair or too risky.

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