A Prototype Photoplethysmography Electronic Device that Distinguishes Congestive Heart Failure from Healthy Individuals by Applying Natural Time Analysis

被引：31

作者：

Baldoumas, George ^{[1
,2
]}

Peschos, Dimitrios ^{[1
]}

Tatsis, Giorgos ^{[2
]}

Chronopoulos, Spyridon K. ^{[2
]}

Christofilakis, Vasilis ^{[2
]}

Kostarakis, Panos ^{[2
]}

Varotsos, Panayiotis ^{[3
]}

Sarlis, Nicholas, V ^{[3
]}

Skordas, Efthimios S. ^{[3
]}

Bechlioulis, Aris ^{[4
,5
]}

Michalis, Lampros K. ^{[4
,5
]}

Naka, Katerina K. ^{[4
,5
]}

机构：

[1] Univ Ioannina, Fac Med, GR-45110 Ioannina, Greece

[2] Univ Ioannina, Phys Dept, Elect Telecommun & Applicat Lab, GR-45110 Ioannina, Greece

[3] Natl & Kapodistrian Univ Athens, Dept Phys, Sect Solid State Phys, Panepistimiopolis, Zografos 15784, Greece

[4] Univ Ioannina, Michaelid Cardiac Ctr, Dept Cardiol 2, Med Sch, GR-45110 Ioannina, Greece

[5] Univ Ioannina, Michaelid Cardiac Ctr, Med Sch, GR-45110 Ioannina, Greece

来源：

ELECTRONICS | 2019年 / 8卷 / 11期

关键词：

Natural Time; algorithm; electrocardiography; photoplethysmography; non-invasive electronic device; sensors; Pan-Tomkins algorithm; signal processing; DIAGNOSIS; VARIABILITY; DYNAMICS; VALIDATION; TRANSFORM; FEATURES; DISEASE; SIGNALS;

D O I：

10.3390/electronics8111288

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, a prototype photoplethysmography (PPG) electronic device is presented for the distinction of individuals with congestive heart failure (CHF) from the healthy (H) by applying the concept of Natural Time Analysis (NTA). Data were collected simultaneously with a conventional three-electrode electrocardiography (ECG) system and our prototype PPG electronic device from H and CHF volunteers at the 2nd Department of Cardiology, Medical School of Ioannina, Greece. Statistical analysis of the results show a clear separation of CHF from H subjects by means of NTA for both the conventional ECG system and our PPG prototype system, with a clearly better distinction for the second one which additionally inherits the advantages of a low-cost portable device.

引用

页数：19

共 64 条

[21] Diagnosing Various Severity Levels of Congestive Heart Failure Based on Long-Term HRV Signal [J].

Hua, Zhengchun ;

Chen, Chen ;

Zhang, Ruiqi ;

Liu, Guangyuan ;

Wen, Wanhui .

APPLIED SCIENCES-BASEL, 2019, 9 (12)

[22] Stochastic feedback and the regulation of biological rhythms [J].

Ivanov, PC ;

Amaral, LAN ;

Goldberger, AL ;

Stanley, HE .

EUROPHYSICS LETTERS, 1998, 43 (04) :363-368

[23] Computer-aided diagnosis of congestive heart failure using ECG signals - A review [J].

Jahmunah, V ;

Oh, Shu Lih ;

Wei, Joel Koh En ;

Ciaccio, Edward J. ;

Chua, Kuang ;

San, Tan Ru ;

Acharya, U. Rajendra .

PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2019, 62 :95-104

[24]

Jayadevappa B. M., 2016, Int. J. Innovative Res. Sci. Eng. Technol, V5, P3519

[25]

Joachims T., 2008, SVM LIGHT SUPPORT VE

[26] Model for complex heart rate dynamics in health and diseases [J].

Kotani, K ;

Struzik, ZR ;

Takamasu, K ;

Stanley, HE ;

Yamamoto, Y .

PHYSICAL REVIEW E, 2005, 72 (04)

[27]

Kwon JM, 2019, KOREAN CIRC J, V49, P629

[28]

Lewes G.H., 2015, EFFICIENT LEARNING M, P39

[29] A comparison of photoplethysmography and ECG recording to analyse heart rate variability in healthy subjects [J].

Lu, G. ;

Yang, F. ;

Taylor, J.A. ;

Stein, J.F. .

Journal of Medical Engineering and Technology, 2009, 33 (08) :634-641

[30] Neural influences on cardiovascular variability: possibilities and pitfalls [J].

Malpas, SC .

AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2002, 282 (01) :H6-H20

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