DocumentCode :
3189534
Title :
Preliminary study on detection of atrial fibrillation during oscillometric blood pressure measurement
Author :
Meza, M.
Author_Institution :
User-adapted Commun. & Ambient Intell. Lab., Univ. of Ljubljana, Ljubljana, Slovenia
fYear :
2015
fDate :
25-29 May 2015
Firstpage :
1174
Lastpage :
1178
Abstract :
The paper presents a prototype method for detection of cardiac arrhythmia from pneumatic cuff pressure course, obtained during oscillometric blood pressure measurement. Oscillometric blood pressure measurement is an indirect method for blood pressure measure where pneumatic cuff is placed on patient´s extremity, usually upper arm, inflated and then gradually deflated. During deflation phase the pressure oscillations in the cuff caused by squeezed blood vessels are analyzed to determine patient´s blood pressure. Since presence of arrhythmia can be detected through observation of heart rhythm, it is possible to detect arrhythmia during blood pressure measurement. We have captured cuff pressure courses - samples from 34 patients of which 6 had arrhythmia present. From captured pressure courses we determined a set of features which we used to train a classifier for discrimination of samples with present arrhythmia from samples where arrhythmia is not present.
Keywords :
blood pressure measurement; blood vessels; electrocardiography; medical disorders; medical signal processing; oscillations; atrial fibrillation detection; cardiac arrhythmia; classifier; heart rhythm; oscillometric blood pressure measurement; patient extremity; pneumatic cuff pressure course; pressure oscillations; squeezed blood vessels; Accuracy; Atrial fibrillation; Biomedical monitoring; Blood pressure; Heart beat; Oscillators; Pressure measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2015 38th International Convention on
Conference_Location :
Opatija
Type :
conf
DOI :
10.1109/MIPRO.2015.7160453
Filename :
7160453
Link To Document :
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