Data augmentation for generating synthetic electrogastrogram time series
Nadica Miljković,
Nikola Milenić,
Nenad B. Popović
et al.
Abstract:To address an emerging need for large number of diverse datasets for rigor evaluation of signal processing techniques, we developed and evaluated a new method for generating synthetic electrogastrogram time series. We used electrogastrography (EGG) data from an open database to set model parameters and statistical tests to evaluate synthesized data. Additionally, we illustrated method customization for generating artificial EGG time series alterations caused by the simulator sickness. Proposed data augmentatio… Show more
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