Ectopic Beat Detection from Wrist Optical Signals for Sinus Rhythm and Atrial Fibrillation Subjects

Serj Haddad, Jarkko Harju, Adrian Tarniceriu, Tuomas Halkola, Jakub Parak, Ilkka Korhonen, Arvi Yli-Hankala, Antti Vehkaoja

Tutkimustuotos: KonferenssiartikkeliScientificvertaisarvioitu

3 Sitaatiot (Scopus)
3 Lataukset (Pure)

Abstrakti

Ectopic beats are abnormal cardiac beats originating from a location different than the sino-atrial node and therefore not being controlled by the autonomous nervous system. Thus, correct heart rate variability analysis inevitably requires accurate ectopic beat detection. Furthermore, an accurate ectopic beat detection is crucial to differentiate irregular cardiac rhythm due to different types of pathological arrhythmias from those caused by isolated ectopic beats. In this paper, we present an algorithm for ectopic beat detection based on wrist plethysmographic (PPG) signals. The proposed algorithm relies on analyzing the inter-beat patterns while considering the heart-rhythm condition: whether sinus rhythm (SR) or atrial fibrillation (AF). We monitor 29 patients recovering from surgery in the post-anesthesia care unit. During the recordings, 15 patients had SR and 14 patients had AF. The proposed ectopic beat detection algorithm achieves a sensitivity of and a specificity of 2.12.

AlkuperäiskieliEnglanti
Otsikko15th Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019 - Proceedings of MEDICON 2019
ToimittajatJorge Henriques, Paulo de Carvalho, Nuno Neves
KustantajaSpringer
Sivut150-158
Sivumäärä9
ISBN (painettu)978-3-030-31634-1
DOI - pysyväislinkit
TilaJulkaistu - 2020
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaMediterranean Conference on Medical and Biological Engineering and Computing -
Kesto: 1 tammik. 2020 → …

Julkaisusarja

NimiIFMBE Proceedings
Vuosikerta76
ISSN (painettu)1680-0737

Conference

ConferenceMediterranean Conference on Medical and Biological Engineering and Computing
Ajanjakso1/01/20 → …

Tutkimusalat

  • Atrial fibrillation
  • Ectopic beat detection
  • Heart rate variability
  • Photoplethysmography

Julkaisufoorumi-taso

  • Jufo-taso 1

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