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New approach that uses machine learning could transform drug development


New approach that uses machine learning could transform drug development
Writing in the July 12, 2021 online issue of
Nature Communications, researchers at University of California San Diego School of Medicine describe a new approach that uses machine learning to hunt for disease targets and then predicts whether a drug is likely to receive FDA approval.
The study findings could measurably change how researchers sift through big data to find meaningful information with significant benefit to patients, the pharmaceutical industry and the nation s health care systems.
Academic labs and pharmaceutical and biotech companies have access to unlimited amounts of big data and better tools than ever to analyze such data. However, despite these incredible advances in technology, the success rates in drug discovery are lower today than in the 1970s. ....

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