Deep Learning Models for Automatic Upper Airway Segmentation and Minimum Cross-Sectional Area Localisation in Two-Dimensional Images.

Guang ChuRongzhao ZhangYingqing HeChun Hown NgMin Gu Yiu Yan LeungHong HeYanqi Yang

Published in: Bioengineering (Basel, Switzerland) (2023)

We successfully developed and validated a fully automatic AI-driven system for upper airway segmentation and CSAmin localisation using 2D radiographic airway images.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
cross sectional
machine learning
optical coherence tomography