Method for medical diagnosis using neural network trained by multi-phase biomedical image medical diagnosis system performing the same

摘要

Disclosed is a disease diagnosis method using a neural network trained using a multi-phase biometric image, and a disease diagnosis system performing the same. According to an aspect of the present invention, a diagnostic system using a neural network generates a diagnostic neural network for predicting a diagnosis result of a predetermined disease using a biometric image, and the diagnostic system using the neural network comprises: The step of obtaining a biometric image for training-each of the plurality of biometric images for training is labeled with a corresponding diagnosis result for the disease-and a diagnostic system using the neural network, the plurality of biometrics for training And using the image, training the diagnostic neural network, wherein training the diagnostic neural network comprises: (a) different characteristics of the training biometric image for each of the plurality of training biometric images. Generating noise insertion images of K (where K is an integer greater than or equal to 2) corresponding to the training biometric image by inserting noise having a (b) K noise insertion images corresponding to the training biometric image And inputting the diagnostic neural network to train the diagnostic neural network.