The Future of Drug Discovery: AI, Automation and Beyond
technologynetworks.com
The Future of Drug Discovery: AI, Automation and Beyond
Pieter Peeters, Leader of High Dimensional Biology and Discovery Data Sciences Group at Janssen Research & Development, discusses the evolution of artificial intelligence (AI), and how it can be used to discover, develop and test new drugs.
2020年6月14日
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Drug discovery is traditionally slow and costly, taking over 14 years and $2.6 billion on average to bring a new drug to market. But AI is reshaping the process. Using gene-expression-driven models, AI can predict promising drug candidates much earlier, cutting down failed attempts and speeding up development. By 2025, AI is expected to drive up to 30% of new drug discoveries and reduce timelines by up to 40%, slashing costs by nearly 30%. Early successes show promise against tough diseases like
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