Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiology

HIGHLIGHTS

  • who: Johannes Enevoldsen from the Department of Clinical Medicine, Aarhus University, Palle Juulu2011Jensens Boulevard, Aarhus N, Denmark have published the research: Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiology, in the Journal: (JOURNAL)
  • what: The authors demonstrate how GAMs allow a decomposition of physiological signals from mechanically ventilated subjects into separate effects of the cardiac and respiratory cycles. The aim of this paper is to demonstrate how GAMs can be used to decompose waveforms or time series recorded in mechanically ventilated patients into separate, physiologically relevant, components . . .

     

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