MACHINE LEARNING METHOD OF NEURAL NETWORK PREDICTING MECHANISM OF ACTION OF DRUG, AND METHOD OF PREDICTING MECHANISM OF ACTION OF DRUG BY USING THE NEURAL NETWORK

摘要

A method for a computing device to predict an action mechanism of a drug from medical images of a subject is disclosed. The method includes, from a plurality of medical images obtained in time series, outputting first compressed data corresponding to the plurality of medical images, each of the first compressed data having a smaller size than a corresponding medical image, estimating second compressed data corresponding to a medical image at a next time point to time points at which the plurality of medical images have been captured, based on the first compressed data, and predicting the action mechanism of the drug for the subject by inputting the second compressed data to a neural network predicting the action mechanism of the drug.