AI Battles Superbugs: Helps Find New Antibiotic Drug To Combat Drug-Resistant Infections — The machine-learning algor |
have identified a new antibiotic that can kill a type of bacteria that is responsible for many drug-resistant infections.species
The researchers identified the new drug from a library of nearly 7,000 potential drug compounds using a machine-learning model that they trained to evaluate whether a chemical compound will inhibit the growth ofUsing an artificial intelligence algorithm, researchers at MIT and McMaster University have identified a new antibiotic that can kill a type of bacteria that is responsible for many drug-resistant infections.
Several years ago, Collins, Stokes, and MIT Professor Regina Barzilay , set out to combat this growing problem by using, a type of artificial intelligence that can learn to recognize patterns in vast amounts of data. Collins and Barzilay, who co-direct MIT’s Abdul Latif Jameel Clinic for Machine Learning in Health, hoped this approach could be used to identify new antibiotics whose chemical structures are different from any existing drugs.
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