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Determination of the Effects of Transcutaneous Auricular Vagus Nerve Stimulation on the Heart Rate Variability Using a Machine Learning Pipeline.

Anna TarasenkoStefano GuazzottiThomas MinotMikheil OganesyanNickolai V Vysokov
Published in: Bioelectricity (2022)
Overall, in this study, we showed further evidence of the beneficial effect of taVNS on stress processing. Importantly we have also demonstrated the promising potential of ECG metrics as a biomarker for the development of closed-loop stimulation systems.
Keyphrases
  • heart rate variability
  • heart rate
  • machine learning
  • blood pressure
  • deep learning
  • molecularly imprinted
  • stress induced
  • high resolution
  • simultaneous determination