Detection of c, d, and e waves in the acceleration photoplethysmogram

Comput Methods Programs Biomed. 2014 Nov;117(2):125-36. doi: 10.1016/j.cmpb.2014.08.001. Epub 2014 Aug 11.

Abstract

Analyzing the acceleration photoplethysmogram (APG) is becoming increasingly important for diagnosis. However, processing an APG signal is challenging, especially if the goal is to detect its small components (c, d, and e waves). Accurate detection of c, d, and e waves is an important first step for any clinical analysis of APG signals. In this paper, a novel algorithm that can detect c, d, and e waves simultaneously in APG signals of healthy subjects that have low amplitude waves, contain fast rhythm heart beats, and suffer from non-stationary effects was developed. The performance of the proposed method was tested on 27 records collected during rest, resulting in 97.39% sensitivity and 99.82% positive predictivity.

Keywords: Aging; Ascular effects; Atherosclerosis; Hypertension.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Accelerometry / methods*
  • Adult
  • Algorithms
  • Blood Volume / physiology*
  • Blood Volume Determination / methods*
  • Diagnosis, Computer-Assisted / methods*
  • Female
  • Humans
  • Male
  • Pattern Recognition, Automated / methods*
  • Photoplethysmography / methods*
  • Pulse Wave Analysis / methods*
  • Reproducibility of Results
  • Sensitivity and Specificity