Gálvez GA, et al. - In this paper, researchers presented a method to automatically distinguish between noninvasive and invasive airway device support in a pediatric surgical setting based on respiratory monitoring parameters. Findings suggested that the neural network classifier algorithm could accurately classify noninvasive and invasive airway device support.