A semi-supervised autoencoder framework for joint generation and classification of breathing

Oscar Pastor-Serrano, Danny Lathouwers, Zoltán Perkó

One of the main problems with biomedical signals is the limited amount of patient-specific data and the significant amount of time needed to record the sufficient number of samples…