Published December 23, 2011 | Version v1
Journal article

A novel time-domain signal processing algorithm for real time ventricular fibrillation detection

  • 1. Universidad Tecnológica Nacional, Facultad Regional Del Neuquén (Argentina)
  • 2. Plaza Huincul (Argentina)

Description

This paper presents an application of a novel algorithm for real time detection of ECG pathologies, especially ventricular fibrillation. It is based on segmentation and labeling process of an oversampled signal. After this treatment, analyzing sequence of segments, global signal behaviours are obtained in the same way like a human being does. The entire process can be seen as a morphological filtering after a smart data sampling. The algorithm does not require any ECG digital signal pre-processing, and the computational cost is low, so it can be embedded into the sensors for wearable and permanent applications. The proposed algorithms could be the input signal description to expert systems or to artificial intelligence software in order to detect other pathologies.

Availability note (English)

Available from http://dx.doi.org/10.1088/1742-6596/332/1/012015

Additional details

Publishing Information

Journal Title
Journal of Physics. Conference Series (Online)
Journal Volume
332
Journal Issue
1
Journal Page Range
[10 p.]
ISSN
1742-6596

Conference

Title
8. Argentinean Bioengineering Society conference; 7. clinical engineering meeting
Acronym
SABI 2011
Dates
28-30 Sep 2011
Place
Mar del Plata (Argentina)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
43101904
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING; S60: APPLIED LIFE SCIENCES;
Resource subtype / Literary indicator
Conference
Descriptors DEI
ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER CODES; DATA PROCESSING; DIAGNOSTIC USES; ELECTROCARDIOGRAMS; HUMAN POPULATIONS; PATHOLOGY; REAL TIME SYSTEMS; SENSORS; SIGNALS
Descriptors DEC
DIAGRAMS; INFORMATION; MATHEMATICAL LOGIC; POPULATIONS; PROCESSING; USES