IIT Roorkee scientists have successfully deployed Machine Learning-based-AI techniques to predict the commercial drugs that could be used for the treatment of Covid-19.Many of the predicted drugs are already in use for the treatment of Covid-19, and some are in trials.
“Our study predicts around ten FDA approved commercial drugs that can be used for the treatment,” says Prof. Satapathi, Principal Investigator and an Associate Professor of Physics in IIT Roorkee
“Given the need of the present time, the present approach will save a lot of resources and time for synthesizing novel drugs and thus will be useful for a vast majority of the medical research community,” Prof. Satapathi added.
The Machine Learning (ML) model based on the naive Bayes algorithm was used to predict the drugs that could be used for the treatment of Covid-19. The study shows that around ten FDA approved commercial drugs can be used for repurposing. Among all, it has also been found that the antiretroviral drug Amprenavir would probably be the most effective drug based on the selected criterions.