Application of Machine Learning Methods for the Development of Antidiabetic Drugs
Juanjuan Zhao, Pengcheng Xu, Xiujuan Liu, Xiaobo Ji, Minjie Li, Dev Sooranna, Xiaosheng Qu, Wencong Lu, Bing Niu · Current Pharmaceutical Design · 2021
Diabetes is a chronic non-communicable disease caused by several different routes, which has attracted increasing attention. In order to speed up the development of new selective drugs, machine learning (ML) technology has been applied in the process of diabetes drug development and opens up a new blueprint for drug design. This review provides a comprehensive portrayal of the application of ML in antidiabetic drug use.