Ying Ma

AI-driven IMU-based monitoring system for detecting dry powder inhaler misuse

Inhaler misuse has been a persistent challenge for achieving effective pulmonary drug delivery with dry powder inhalers. Among the various misuse patterns, improper device maneuvering, especially incorrect device orientation, is one frequently overlooked yet clinically relevant m...