Medical data generation method and device, electronic equipment and storage medium

The invention provides a medical data generation method and device, electronic equipment and a storage medium. The medical data generation method provided by the invention comprises the following steps: preprocessing original medical data to obtain a plurality of pieces of real sample data; inputting at least one piece of real sample data into the medical data amplification model to obtain generated sample data; and supplementing the generated sample data to the real sample data to obtain medical sample data. Through such configuration, the invention provides the medical data generation method and device, the electronic equipment and the storage medium aiming at the problem of insufficient deep learning medical data volume. Based on the generative adversarial network, a large amount of generated medical data which is similar to real data in style and is judged to be true by the judgment network can be generated, so that the problem that a large amount of training data is difficult to obtain due to the reasons