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Vascular Auscultation of Carotid Artery: Towards Biometric Identification and Verification of Individuals.

Rutuja SalviPatricio FuentealbaJasmin HenzePinar BisginThomas SühnMoritz SpillerAnja BurmannAxel BoeseAlfredo IllanesMichael Friebe
Published in: Sensors (Basel, Switzerland) (2021)
The proposed approach and processing pipeline appeared promising for the discrimination of individuals. The biometrical recognition could clinically be used to obtain and highlight differences from a previously established personalized audio profile and subsequently could provide information on the source of the deviation as well as on its effects on the individual's health. The limited number of individuals and recordings require a study in a larger population along with an investigation of the long-term spectral stability of carotid sounds to assess its potential as a biometric marker. Nevertheless, the approach opens the perspective for automatic feature extraction and classification.
Keyphrases
  • deep learning
  • machine learning
  • healthcare
  • public health
  • optical coherence tomography
  • computed tomography
  • magnetic resonance imaging
  • climate change
  • social media
  • health promotion