Dental disease detection on periapical radiographs based on deep convolutional neural networks.
Journal:
International journal of computer assisted radiology and surgery
Published Date:
Apr 1, 2021
Abstract
OBJECTIVES: It is with a great prospect to develop an auxiliary diagnosis system for dental periapical radiographs based on deep convolutional neural networks (CNNs), and the indications and performances should be investigated. The aim of this study is to train CNNs for lesion detections on dental periapical radiographs, to evaluate performances across disease categories, severity levels, and train strategies.