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/10.1088/1742-6596/332/1/012015Additional details
Identifiers
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