Deep-learning classification using convolutional neural network for evaluation of maxillary sinusitis on panoramic radiography.

Makoto MurataYoshiko ArijiYasufumi OhashiTaisuke KawaiMotoki FukudaTakuma FunakoshiYoshitaka KiseMichihito NozawaAkitoshi KatsumataHiroshi FujitaEiichiro Ariji

Published in: Oral radiology (2018)

The diagnostic performance of the deep-learning system for maxillary sinusitis on panoramic radiographs was sufficiently high. Results from the deep-learning system are expected to provide diagnostic support for inexperienced dentists.

Keyphrases

deep learning
convolutional neural network
cone beam computed tomography
artificial intelligence
machine learning
computed tomography
magnetic resonance
contrast enhanced