AirwayDisNetPublic: A Deep Learning Framework for Difficult Airway Recognition

AirwayDisNetPublic is a deep learning–based research framework for airway management. It aims to achieve intelligent recognition and decision support for difficult airways through the integration of multi-plane ultrasound imaging models.The core concept introduces a new “Two-Models-Three-Steps” deep learning–driven strategy to combine features from multiple ultrasound planes for improved prediction accuracy.