Learning the therapeutic use of drugs from the three-dimensional spatial information of their molecular structure with convolutional neural networks

Abstract The development of new molecules is a multi-stage process and clinical trials to verify their efficacy cost billions of dollars each year. Machine learning is a tool that is rapidly advancing in image, voice, and text recognition, and working in silico would increase the ability to predict...