“…Recently, machine learning and deep learning models have been applied to study the evolution of the pandemic [ [30] , [31] , [32] ]. The use of these techniques is also applied on health management and particularly on hospital occupancy, combining neural network model (NN) with a Susceptible-Exposed-Infected-Recovered model (SEIR) [ 33 ], or comparing Long Short-Term memory (LSTM) network, convolutional neural network (CNN) and their combination [ 34 ].…”