Generative AI is on track to shape the future of drug design
9 Articles
9 Articles
FDA Deploying AI to Accelerate Drug Approvals
In a sweeping internal reform, the U.S. Food and Drug Administration (FDA) has launched its first agency-wide deployment of artificial intelligence for drug review. Last Friday, Commissioner Dr. Martin Makary announced that all FDA centers must “aggressively” and “immediately” integrate generative AI by June 30, following the agency’s first pilot review using the technology. “I ... The post FDA Deploying AI to Accelerate Drug Approvals appeared …
Generating 3D small binding molecules using shape-conditioned diffusion models with guidance
Drug development is a critical but notoriously resource- and time-consuming process. Traditional methods, such as high-throughput screening, rely on opportunistic trial and error and cannot ensure optimal precision design. To overcome these challenges, generative artificial intelligence methods have emerged to directly design molecules with desired properties. Here we develop a generative artificial intelligence method DiffSMol for drug discover…
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