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Poincaré plot is an important method in nonlinear analysis of heart rate variability(HRV). Based on the modified Poincaré plot, two arguments-the regional distribution entropy and regional distribution coefficient are put forward for the quantitative description of the scatter distribution trends in the studied area. And the distributions of the Poincaré plot in the four quadrants are calculated separately. Through the analysis of the HRV sample data from healthy young people, older people and congestive heart failure(CHF) sufferers in MIT-BIH database, we find that the two parameters show a significant difference between the groups. Meanwhile, the analysis results in different quadrants show that the sensitivities of the four quadrants are different, and especially in the first quadrant, the sensitivity is best. This phenomenon shows that the changes of vagal control function are most significant between healthy people and CHF sufferers, which is consistent with previous physiological research conclusion. Experimental results also show that the method can be used for short-term data, and thus is easier to extend to clinical applications.
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Keywords:
- heart rate variability /
- modified Poincaré plot /
- quadrant
[1] Task Force of the European Society of Cardiology the North American Society of Pacing Electrophysiology 1996 Circulation 93 1043
[2] Rajendra Acharya U, Paul Joseph K, Kannathal N, Lim C, Suri J 2006 Med. Biol. Eng. Comput. 44 1031
[3] Ning X B, Bian C H, Wang J, Chen Y 2006 Chinese Sci. Bull. 51 385
[4] Huang X L, Ning X B, Wang X L 2009 Chinese Sci. Bull. 54 3784
[5] Huang X L, Cui S Z, Ning X B, Bian C H 2009 Acta Phys. Sin. 58 8160 (in Chinese) [黄晓林, 崔胜忠, 卞春华 2009 58 8160]
[6] Ivanov P C, Amaral L A N, Goldberger A L, Havlin S, Rosenblum M G, Struzik Z R, Stanley H E 1999 Nature 399 461
[7] Bogaert C, Beckers F, Ramaekers D, Aubert A E 2001 Auton. Neurosci. 90 142
[8] Bian C H, Ning X B 2004 Physica A 337 149
[9] Song A L, Huang X L, Si J F, Ning X B 2011 Acta Phys. Sin. 60 020509 (in Chinese) [宋爱玲, 黄晓林, 司峻峰, 宁新宝 2011 60 020509]
[10] Claudia L, Oscar I, Héctor P, Marco V J 2003 Clin. Physiol. Funct. I 23 72
[11] Mourot L, Bouhaddi M, Perrey S, Rouillon J D, Regnard J 2004 Eur. J. Appl. Physiol. 91 79
[12] Brennan M, Palaniswami M, Kamen P 2001 Ieee T. Bio. Med Eng. 48 1342
[13] Li F J, Zhang P, Liu Y, Chen Y Q 2004 Journal of Clinical Eletrocardiology 13 58 (in Chinese) [李方洁, 张平, 刘艳, 程英茜 2004 临床心电学杂志 13 58]
[14] Cohen M E, Hudson D L, Deedwania P C 1996 Ieee Eng. Med. Biol. 15 97
[15] Liu J S, Bai Y, Li Y C 2004 Chinese Journal of Medical Physics 21 223 (in Chinese) [刘家寿, 白云, 李迎春 2004 中国医学物理学杂志 21 223]
[16] Costa M, Goldberger A L, Peng C K 2005 Phys. Rev. Lett. 95 198102
[17] Porta A, Guzzetti S, Montano N, Gnecchi-Ruscone T, Furlan R, Malliani A 2006 Computers in Cardiology 33 77
[18] Cammarota C, Rogora E 2007 Chaos Soliton. Frac. 32 1649
[19] Porta A, Casali K R, Casali A G, Gnecchi-Ruscone T, Tobaldini E, Montano N, Lange S, Geue D, Cysarz D, Leeuwen P V 2008 Am. J. Physiol-Reg. I 295 550
[20] Hou F Z, Ning X B, Zhuang J J, Huang X L, Fu M J, Bian C H 2011 Med. Eng. Phys. 33 633
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[1] Task Force of the European Society of Cardiology the North American Society of Pacing Electrophysiology 1996 Circulation 93 1043
[2] Rajendra Acharya U, Paul Joseph K, Kannathal N, Lim C, Suri J 2006 Med. Biol. Eng. Comput. 44 1031
[3] Ning X B, Bian C H, Wang J, Chen Y 2006 Chinese Sci. Bull. 51 385
[4] Huang X L, Ning X B, Wang X L 2009 Chinese Sci. Bull. 54 3784
[5] Huang X L, Cui S Z, Ning X B, Bian C H 2009 Acta Phys. Sin. 58 8160 (in Chinese) [黄晓林, 崔胜忠, 卞春华 2009 58 8160]
[6] Ivanov P C, Amaral L A N, Goldberger A L, Havlin S, Rosenblum M G, Struzik Z R, Stanley H E 1999 Nature 399 461
[7] Bogaert C, Beckers F, Ramaekers D, Aubert A E 2001 Auton. Neurosci. 90 142
[8] Bian C H, Ning X B 2004 Physica A 337 149
[9] Song A L, Huang X L, Si J F, Ning X B 2011 Acta Phys. Sin. 60 020509 (in Chinese) [宋爱玲, 黄晓林, 司峻峰, 宁新宝 2011 60 020509]
[10] Claudia L, Oscar I, Héctor P, Marco V J 2003 Clin. Physiol. Funct. I 23 72
[11] Mourot L, Bouhaddi M, Perrey S, Rouillon J D, Regnard J 2004 Eur. J. Appl. Physiol. 91 79
[12] Brennan M, Palaniswami M, Kamen P 2001 Ieee T. Bio. Med Eng. 48 1342
[13] Li F J, Zhang P, Liu Y, Chen Y Q 2004 Journal of Clinical Eletrocardiology 13 58 (in Chinese) [李方洁, 张平, 刘艳, 程英茜 2004 临床心电学杂志 13 58]
[14] Cohen M E, Hudson D L, Deedwania P C 1996 Ieee Eng. Med. Biol. 15 97
[15] Liu J S, Bai Y, Li Y C 2004 Chinese Journal of Medical Physics 21 223 (in Chinese) [刘家寿, 白云, 李迎春 2004 中国医学物理学杂志 21 223]
[16] Costa M, Goldberger A L, Peng C K 2005 Phys. Rev. Lett. 95 198102
[17] Porta A, Guzzetti S, Montano N, Gnecchi-Ruscone T, Furlan R, Malliani A 2006 Computers in Cardiology 33 77
[18] Cammarota C, Rogora E 2007 Chaos Soliton. Frac. 32 1649
[19] Porta A, Casali K R, Casali A G, Gnecchi-Ruscone T, Tobaldini E, Montano N, Lange S, Geue D, Cysarz D, Leeuwen P V 2008 Am. J. Physiol-Reg. I 295 550
[20] Hou F Z, Ning X B, Zhuang J J, Huang X L, Fu M J, Bian C H 2011 Med. Eng. Phys. 33 633
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