Evaluation device, learning device, prediction device, evaluation method, program, and computer-readable storage medium

Abstract

An evaluation device for evaluating an anticancer effect includes a learning information acquisition unit that acquires learning data that includes state information which indicates at least a cancer state in an unspecified subject and training data that is information about an effect of an anticancer agent obtained by administering the anticancer agent to cells collected from the subject, a learning unit that generates a prediction model by causing a learning model to perform supervised learning for a corresponding relationship between the learning data and the training data, and a prediction unit that makes related predictions to therapy using the anticancer agent with the prediction model. The learning information acquisition unit acquires the information about the anticancer effect obtained by administering the anticancer agent to a three-dimensional cell structure including cancer cells collected from the unspecified subject and cells constituting a stroma as the training data.