Fig. 3From: Flow starvation during square-flow assisted ventilation detected by supervised deep learning techniquesConfusion matrix for the recurrent neural network (RNN) and convolutional neural network (CNN) validation processes, respectively. The implemented models provide a strong performance for normal-mild and severe patterns. The reported performance metrics are the average across the 15 repetitionsBack to article page