Automatic diagnosis for cysts and tumors of both jaws on panoramic radiographs using a deep convolution neural network

Abstract

The CNN method we developed for automatically diagnosing odontogenic cysts and tumors of both jaws on panoramic radiographs using data augmentation showed high sensitivity, specificity, accuracy, and AUC despite the limited number of panoramic images involved.