Mood states modulate complexity in heartbeat dynamics: A multiscale entropy analysis

EPL

Volumn 107, Issue 1, 2014, Pages

  Valenza, G ^a   Nardelli, M ^a   Bertschy, G ^b   Lanata, A ^a   Scilingo, E P ^a  

^a UNIVERSITY OF PISA   (Italy)

^b UNIVERSITY HOSPITAL OF STRASBOURG   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84904151491     PISSN: 02955075     EISSN: 12864854     Source Type: Journal    
DOI: 10.1209/0295-5075/107/18003     Document Type: Article

References (56)

1. Marmarelis V. Z. 2004 Nonlinear Dynamic Modeling of Physiological Systems (New York: Wiley-IEEE Press)
2. Huikuri H. V., Mäkikallio T. H., Peng C.-K., Goldberger A. L., Hintze U. and Møller M. 2000 Circulation 101 47
3. Sassi R., Signorini M. G. and Cerutti S. 2009 Chaos 19 028507
4. Valenza G., Citi L., Scilingo E. and Barbieri R. 2013 IEEE Trans. Signal Process. 61 2914
5. Valenza G., Lanata A. and Scilingo E. P. 2013 Physiol. Meas. 34 449
6. Valenza G., Lanata A. and Scilingo E. P. 2012 IEEE Trans. Inf. Technol. Biomed. 16 683
7. Valenza G., Allegrini P., Lanata A. and Scilingo E. P. 2012 Front. Neuroeng. 5 1
8. Lanata A., Valenza G. and Scilingo E. P. 2012 Med. Biol. Eng. Comput. 50 1163
9. Valenza G., Lanata A. and Scilingo E. P. 2012 IEEE Trans. Affect. Comput. 3 237
10. Sunagawa K., Kawada T. and Nakahara T. 1998 Heart Vessels 13 157 (Pubitemid 29322458)
11. Costa M., Goldberger A. L. and Peng C.-K. 2002 Phys. Rev. Lett. 89 068102
12. Richman J. S. and Moorman J. R. 2000 Am. J. Physiol.: Heart Circ. Physiol. 278 H2039
13. Costa M., Peng C.-K., Goldberger A. L. and Hausdorff J. M. 2003 Physica A: Stat. Mech. Appl. 330 53
14. Park J.-H., Kim S., Kim C.-H., Cichocki A. and Kim K. 2007 Fractals 15 399
15. Takahashi T., Cho R. Y., Mizuno T., Kikuchi M., Murata T., Takahashi K. and Wada Y. 2010 Neuroimage 51 173
16. Catarino A., Churches O., Baron-Cohen S., Andrade A. and Ring H. 2011 Clin. Neurophysiol. 122 2375
17. Trunkvalterova Z., Javorka M., Tonhajzerova I., Javorkova J., Lazarova Z., Javorka K. and Baumert M. 2008 Physiol. Meas. 29 817
18. Valencia J. F., Porta A., Vallverdú M., Claria F., Baranowski R., Orlowska-Baranowska E. and Caminal P. 2009 IEEE Trans. Biomed. Eng. 56 2202
19. Turianikova Z., Javorka K., Baumert M., Calkovska A. and Javorka M. 2011 Physiol. Meas. 32 1425
20. Agelink M. W., Boz C., Ullrich H. and Andrich J. 2002 Psychiatry Res. 113 139
21. Thayer J. F., Friedman B. H. and Borkovec T. D. 1996 Biol. Psychiatry 39 255 (Pubitemid 26083149)
22. Iverson G. L., Gaetz M. B., Rzempoluck E. J., McLean P., Linden W. and Remick R. 2005 J. Behav. Med. 28 507 (Pubitemid 43289621)
23. Carney R. M., Freedland K. E., Miller G. E. and Jaffe A. S. 2002 J. Psychosom. Res. 53 897 (Pubitemid 35282619)
24. Yang A. C. and Tsai S. 2013 Prog. Neuro-Psychopharmacol. Biol. Psychiatry 45 253
25. Valenza G., Gentili C., Lanatà A. and Scilingo E. P. 2013 Artif. Intell. Med. 57 49
26. Schulz S., Koschke M., Bär K.-J. and Voss A. 2010 Physiol. Meas. 31 303
27. Leistedt S. J., Linkowski P., Lanquart J., Mietus J., Davis R. B., Goldberger A. L. and Costa M. D. 2011 Nat. Transl. Psychiatry 1 e27
28. Valenza G., Nardelli M., Lanata A., Gentili C., Bertschy G., Paradiso R. and Scilingo E. P. 2014 Wearable monitoring for mood recognition in bipolar disorder based on history-dependent long-term heart rate variability analysis, to be published in IEEE J. Biomed. Health Inform.
29. A. P. Association 2000 Diagnostic and Statistical Manual of Mental Disorders: DSM-IV-TR (Inc., Arlington, Va.: American Psychiatric Publishing)
30. Pincus S. M. 1991 Proc. Natl. Acad. Sci. U.S.A. 88 2297
31. Takens F. 1981 Dynamical Systems and Turbulence Lecture Notes in Mathematics Vol. 898 pp. 366-381
32. Schouten J. C., Takens F. and van den Bleek C. M. 1994 Phys. Rev. E 50 1851
33. Liu C., Liu C., Shao P., Li L., Sun X., Wang X. and Liu F. 2011 Physiol. Meas. 32 167
34. Castiglioni P. and Di Rienzo M. 2008 in Computers in Cardiology, 2008 pp. 561-564
35. Chon K., Scully C. and Lu S. 2009 IEEE Eng. Med. Biol. Mag. 28 18
36. Marques de Sá J. P. 2005 in Computers in Cardiology, 2005 pp. 671-673 (Pubitemid 46276751)
37. Magalhaes F., Marques de Sá J. P., Bernardes J. and Ayres-de Campos D. 2006 in Computers in Cardiology, 2006 pp. 933-936
38. Singh B. and Singh D. 2012 Cardiovasc. Eng. Technol. 3 211
39. Alcaraz R., Absolo D., Hornero R. and Rieta J. 2010 Comput. Methods Progr. Biomed. 99 124
40. Boskovic A., Loncar-Turukalo T., Sarenac O., Japundzic-Zigon N. and Bajic D. 2012 Comput. Biol. Med. 42 667
41. Zurek S., Guzik P., Pawlak S., Kosmider M. and Piskorski J. 2012 Physica A: Stat. Mech. Appl. 391 6601
42. Li P., Liu C., Wang X., Li B., Che W. and Liu C. 2013 World Congress on Medical Physics and Biomedical Engineering, Beijing, China, 2012, IFMBE Proceedings Vol. 39 pp. 485-488
43. Lu S., Chen X., Kanters J. K., Solomon I. C. and Chon K. H. 2008 IEEE Trans. Biomed. Eng. 55 1966 (Pubitemid 352013534)
44. Karasik R., Sapir N., Ashkenazy Y. et al 2002 Phys. Rev. E 66 062902 (Pubitemid 40606033)
45. Ivanov P. C. et al 1999 Europhys. Lett. 48 594
46. Kantelhardt J. W. et al 2002 Phys. Rev. E 65 051908 (Pubitemid 40606798)
47. Ivanov P. C. et al 2007 Proc. Natl. Acad. Sci. U.S.A. 104 20702
48. Amaral L. A. N. et al 2001 Phys. Rev. Lett. 86 6026 (Pubitemid 32609177)
49. Schmitt D. T. et al 2009 IEEE Trans. Biomed. Eng. 56 1564
50. Schmitt D. T. et al 2007 Am. J. Physiol. 293 R1923
51. Barnett A. G. and Wolff R. C. 2005 IEEE Trans. Signal Process. 53 26 (Pubitemid 40085330)
52. Ivanov P. C. et al 2009 Phys. Rev. E 79 041920
53. ZAshkenazy Y. et al 2003 Physica A 323 19
54. Ivanov P. C. et al 1999 Nature 399 461 (Pubitemid 29258850)
55. Beckers F., Verheyden B., Ramaekers D., Swynghedauw B. and Aubert A. E. 2006 Clin. Exp. Pharmacol. Physiol. 33 431
56. Perakakis P. E. et al 2012 Psychophysiology 49 1225