Breathe out the Secret of the Lung: Video Classification of Exhaled Flows from Normal and Asthmatic Lung Models Using CNN-Long Short-Term Memory Networks

• Autors principals: Mohamed Talaat (Autor), Xiuhua Si (Autor), Jinxiang Xi (Autor)
• Format: Llibre
• Publicat: MDPI AG, 2023-12-01T00:00:00Z.
• Matèries: article
• Accés en línia: Connect to this object online.

In this study, we present a novel approach to differentiate normal and diseased lungs based on exhaled flows from 3D-printed lung models simulating normal and asthmatic conditions. By leveraging the sequential learning capacity of the Long Short-Term Memory (LSTM) network and the automatic feature e...