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

Guang Chu,Rongzhao Zhang,Yingqing He, Chun Hown Ng,Min Gu,Yiu Yan Leung,Hong He,Yanqi Yang

Bioengineering (Basel, Switzerland)（2023）

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摘要

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

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关键词

CSAmin localisation,airway segmentation,artificial intelligence,cone-beam computed tomography,convolutional neural networks

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