Modelling of Arrhythmics ECG Signals With McSharry?s Model
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F07%3APU67424" target="_blank" >RIV/00216305:26220/07:PU67424 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Modelling of Arrhythmics ECG Signals With McSharry?s Model
Original language description
The automatic analysis of cardiac arrhythmias is important for diagnosis of cardiac abnormalities. This work is focused on modelling of arrhythmias with McSharry?s model. The proposed method uses preprocessing of signals with Linear Approximation Distance Thresholding method and Line Segment Clustering method for establishing of initial parameters of McSharry?s model. The ECG data is taken from standard MIT/BIH arrhythmia database. The modelling was tested on the whole MIT arrhythmia database on the lead MLII and all signals can be modelled with 10 Gaussians functions without significant distortion.
Czech name
Modelling of Arrhythmics ECG Signals With McSharry?s Model
Czech description
The automatic analysis of cardiac arrhythmias is important for diagnosis of cardiac abnormalities. This work is focused on modelling of arrhythmias with McSharry?s model. The proposed method uses preprocessing of signals with Linear Approximation Distance Thresholding method and Line Segment Clustering method for establishing of initial parameters of McSharry?s model. The ECG data is taken from standard MIT/BIH arrhythmia database. The modelling was tested on the whole MIT arrhythmia database on the lead MLII and all signals can be modelled with 10 Gaussians functions without significant distortion.
Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F07%2F1473" target="_blank" >GA102/07/1473: Optical Methods for Registration of Heart Electrical Potentials and Calcium Concentration with Laser Stabilization</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2007
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 17th International Conference Radielektronika 2007
ISBN
978-80-214-3390
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
487-490
Publisher name
MJ Servis
Place of publication
Brno
Event location
Brno
Event date
Apr 24, 2007
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
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