DocumentCode :
3562073
Title :
Analysing cardiac autonomic neuropathy in diabetes using electrocardiogram derived systolic-diastolic interval interactions
Author :
Imam, Mohammad Hasan ; Karmakar, Chandan ; Khandoker, Ahsan ; Jelinek, Herbert F. ; Palaniswami, Marimuthu
Author_Institution :
Univ. of Melbourne, Melbourne, VIC, Australia
fYear :
2014
Firstpage :
85
Lastpage :
88
Abstract :
Systole and diastole are the fundamental periods of the cardiac cycle and their relative duration is used to evaluate heart function in various physiological and pathological conditions. In clinical practice, systolic-diastolic interval is generally measured using echocardiography. However, recent studies have shown that the QT and TQ intervals of the electrocardiogram (ECG) signal can be used as surrogate systolic and diastolic intervals respectively and the ratio of beat-to-beat QT-TQ intervals can be used as the systolic-diastolic interval interaction (SDI) parameter. In this study, we propose a new parameter, beat-to-beat TQ-RR ratio, to investigate the SDI. Performance of both QT-TQ and TQ-RR based SDI measures were analyzed using a case study to detect and monitor the progression of cardiac autonomic neuropathy (CAN) in diabetes. ECGs recorded in supine resting condition of 72 diabetic subjects with no CAN (CAN-) and 70 diabetic subjects with CAN were analyzed in this study. Fifty-five subjects of the CAN group had early level of CAN (ECAN) and 15 subjects were at the severe or definite stage of CAN (DCAN). The results show that variability of the TQ-RR based SDI measure can significantly (p<;0.001) differentiate all three groups (CAN-, ECAN and DCAN) and the level of CAN. In contrast, the variability of the QT-TQ based SDI measures showed significant difference only between CAN- and DCAN groups. This result suggested that TQ-RR based SDI analysis was more sensitive in tracking progression of CAN than the QT-TQ based approach, which is crucial for the early detection of CAN.
Keywords :
diseases; electrocardiography; medical signal detection; medical signal processing; neurophysiology; patient monitoring; DCAN groups; ECAN groups; ECG signal recording; QT-TQ based SDI measurement; SDI parameter; TQ-RR based SDI measurement; beat-to-beat QT-TQ intervals; beat-to-beat TQ-RR ratio; cardiac autonomic neuropathy detection; cardiac autonomic neuropathy monitoring; cardiac cycle; definite stage-of-CAN; diabetes; early level-of-CAN; echocardiography; heart function; pathological conditions; physiological conditions; systolic-diastolic interval interaction parameter; Abstracts; Diabetes; Educational institutions; Electrocardiography; Equations; Heart; Rhythm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology Conference (CinC), 2014
ISSN :
2325-8861
Print_ISBN :
978-1-4799-4346-3
Type :
conf
Filename :
7042985
Link To Document :
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