DocumentCode
2126031
Title
Sequential analysis for automatic detection of atrial fibrillation and flutter
Author
Christov, I. ; Bortolan ; Daskalov, I.
Author_Institution
Centre of Biomed. Eng., Bulgarian Acad. of Sci., Sofia, Bulgaria
fYear
2001
fDate
2001
Firstpage
293
Lastpage
296
Abstract
A method for automatic detection of atrial flutter and fibrillation by sequential analysis of the atrial activity in a single ECG lead is developed. A previous method for automatic detection of atrial flutter/fibrillation was based on the assessment of atrial activity in TP segments. This approach is used in the present work, connected with ´P wave absence´ and ´ventricular arrhythmia detection, forming a combined algorithm with three consecutive logic steps. The proposed method has been applied on 329 records from a diagnosed atrial flutter-fibrillation database. An improvement of the total accuracy=98.8% and Sensitivity=95.7% was achieved mostly due to the reduction of false negative errors. The sequential analysis correctly detects ´fine´ fibrillation where atrial activity is barely visible, and the effect of electromyogram noise was reduced
Keywords
electrocardiography; medical diagnostic computing; medical signal processing; patient diagnosis; ECG; P wave absence; atrial activity; atrial fibrillation; atrial flutter; electromyogram noise; sequential analysis; ventricular arrhythmia detection; Atrial fibrillation; Biomedical engineering; Circuit noise; Databases; Electrocardiography; Logic; Noise reduction; Rhythm; Sequential analysis; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology 2001
Conference_Location
Rotterdam
ISSN
0276-6547
Print_ISBN
0-7803-7266-2
Type
conf
DOI
10.1109/CIC.2001.977650
Filename
977650
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