Diagnosis of pharyngeal cancer on endoscopic video images by Mask region-based convolutional neural network.

Our single-institution study showed that our AI system for diagnosing cancers of the pharyngeal region had promising performance with high sensitivity and acceptable specificity. Further training and improvement of the system are required with a larger dataset including multiple centers.