A semi-automatic approach for longitudinal 3D upper airway analysis using voxel-based registration.

Alexandru DiaconuMichael Boelstoft HoltePaolo Maria CattaneoElse Marie Pinholt

Published in: Dento maxillo facial radiology (2021)

The proposed method was shown to have excellent reliability and high observer agreement. The method is feasible for longitudinal clinical trials on large cohorts due to being semi-automatic.

Keyphrases

clinical trial
deep learning
machine learning
cross sectional
randomized controlled trial
neural network
study protocol