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CAMBRIDGE, Mass. — An explosion of biological data will lead to the first drug candidates discovered by an artificial intelligence system within the next few years, a feat that promises to change the way pharmaceutical companies conduct research.

That was a consensus opinion that emerged among experts in machine learning who spoke at the STAT Summit Thursday about the use of AI in the pharmaceutical industry.

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“I would predict that within the next two to three years we’ll have examples of [drug] targets … discovered through machine learning methods that unravel biology that wasn’t appreciated before,” said Dr. Hal Barron, chief scientific officer of GlaxoSmithKline.

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