Real-Time Detection of Pathological Cardiac Events for a Wearable Wireless ECG Monitor

被引：0

作者：

Chaves, A. ^{[1
]}

Encarnacao, P. ^{[1
]}

Valchinov, E. ^{[2
]}

Pallikarakis, N. ^{[2
]}

机构：

[1] Catholic Univ Portugal, Estrada Octavio Pato, P-2635631 Rio De Mouro, Portugal

[2] Univ Patras, Dept Med Phys, Patras, Greece

来源：

5TH EUROPEAN CONFERENCE OF THE INTERNATIONAL FEDERATION FOR MEDICAL AND BIOLOGICAL ENGINEERING, PTS 1 AND 2 | 2012年 / 37卷

关键词：

Ambulatory ECG; QRS detection; Real-time ECG analysis; Wireless Monitoring; QRS DETECTION; CLASSIFICATION;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Wearable wireless ECG monitors have the potential of monitoring the cardiac function without restricting patients' freedom of movement. However, due to their reduced size and consequent limited computational resources, they require the development of dedicated algorithms for real-time ECG signal processing. The paper reports a real-time algorithm based on heuristic methods for detecting pathological cardiac events from the ECG signal captured by a wearable wireless ECG sensor developed by the University of Patras. The algorithm parameter optimization is also described, as well as the performance evaluation with the MIT-BIH Arrhythmia Database, for which Se=95.92% and Sp=98.24% were obtained.

引用

页码：921 / +

页数：2

共 15 条

[1] ECG beat detection using filter banks [J].

Afonso, VX ;

Tompkins, WJ ;

Nguyen, TQ ;

Luo, S .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1999, 46 (02) :192-202

[2]

Hamilton P., 2002, OPEN SOURCE ECG ANAL

[3] Real-time detection of pathological cardiac events in the electrocardiogram [J].

Iliev, Ivo ;

Krasteva, Vessela ;

Tabakov, Serafim .

PHYSIOLOGICAL MEASUREMENT, 2007, 28 (03) :259-276

[4]

Kowey P. R., 2003, J AM HEAT ASS CIRCUL, V108, pe31

[5] DETECTION OF ECG CHARACTERISTIC POINTS USING WAVELET TRANSFORMS [J].

LI, CW ;

ZHENG, CX ;

TAI, CF .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1995, 42 (01) :21-28

[6] Home care delivery through the mobile telecommunications platform: the Citizen Health System (CHS) perspective [J].

Maglaveras, N ;

Koutkias, V ;

Chouvarda, I ;

Goulis, DG ;

Avramides, A ;

Adamidis, D ;

Louridas, G ;

Balas, EA .

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2002, 68 (1-3) :99-111

[7] SOFTWARE QRS DETECTION IN AMBULATORY MONITORING - A REVIEW [J].

PAHLM, O ;

SORNMO, L .

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1984, 22 (04) :289-297

[8] A REAL-TIME QRS DETECTION ALGORITHM [J].

PAN, J ;

TOMPKINS, WJ .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1985, 32 (03) :230-236

[9] GENETIC DESIGN OF OPTIMUM LINEAR AND NONLINEAR QRS DETECTORS [J].

POLI, R ;

CAGNONI, S ;

VALLI, G .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1995, 42 (11) :1137-1141

[10] Redefining performance evaluation tools for real-time QRS complex classification systems [J].

Ravier, Philippe ;

Leclerc, Frederic ;

Dumez-Viou, Cedric ;

Lamarque, Guy .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (09) :1706-1710

← 1 2 →