Prediction of the local treatment outcome in patients with oropharyngeal squamous cell carcinoma using deep learning analysis of pretreatment FDG-PET images.

Noriyuki FujimaV Carlota Andreu-ArasaSara K MeibomGustavo A MercierMinh Tam TruongKenji HirataKoichi YasudaSatoshi KanoAkihiro HommaKohsuke KudoOsamu Sakai

Published in: BMC cancer (2021)

Deep learning-based diagnostic model with FDG-PET images indicated its possibility to predict local treatment outcomes in OPSCCs.

Keyphrases

deep learning
pet ct
positron emission tomography
pet imaging
squamous cell carcinoma
convolutional neural network
computed tomography
artificial intelligence
machine learning
locally advanced