Intelligent periodontitis detection method and system based on convolutional neural network

The invention belongs to the technical field of intelligent detection, and discloses an intelligent periodontitis detection method and a system based on a convolutional neural network, and the methodcomprises the steps: obtaining a panoramic film image and a root tip image of a periodontitis patient, and the related data of the patient; screening and preprocessing the acquired image data; dividing the preprocessed images into a training set, a test set and a verification set, and inputting the training set, the test set and the verification set into the constructed convolutional neural network for training and verification; optimizing parameters of the trained convolutional neural network, predicting the optimized convolutional neural network, and detecting the accuracy of the convolutional neural network; and carrying out intelligent detection on periodontitis by utilizing the detected convolutional neural network. The X-ray film is intelligently interpreted by a computer, so that periodontal disease diagnos