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Volumn 124, Issue 3-4, 2014, Pages 14-27

Beyond linear methods of data analysis: Time series analysis and its applications in renal research

Author keywords

Analysis methods; Kidney disease; Time series models

Indexed keywords

AUTOREGULATION; CHRONIC KIDNEY DISEASE; CLINICAL PRACTICE; DATA ANALYSIS; HEALTH CARE DELIVERY; HEALTH SERVICES RESEARCH; HEALTH STATUS; HUMAN; KIDNEY FAILURE; KIDNEY TRANSPLANTATION; KNOWLEDGE DISCOVERY; LABORATORY TEST; LINEAR REGRESSION ANALYSIS; MEDICAL RESEARCH; NEPHROLOGY; NONHUMAN; NONLINEAR REGRESSION ANALYSIS; PHYSIOLOGY; PRIORITY JOURNAL; RENAL REPLACEMENT THERAPY; RENAL SYSTEM PARAMETERS; REVIEW; TIME SERIES ANALYSIS; VITAL SIGN; CLINICAL RESEARCH; CORRELATION ANALYSIS; KIDNEY DISEASE; LINEAR SYSTEM; NONLINEAR SYSTEM; PROBLEM SOLVING; TREND STUDY;

EID: 84896705654     PISSN: None     EISSN: 16602137     Source Type: Journal    
DOI: 10.1159/000356382     Document Type: Review
Times cited : (10)

References (47)
  • 1
    • 0023405306 scopus 로고
    • Fractals in physiology and medicine
    • Goldberger AL, West BJ: Fractals in physiology and medicine. Yale J Biol Med 1987; 60: 421-435.
    • (1987) Yale J Biol Med , vol.60 , pp. 421-435
    • Goldberger, A.L.1    West, B.J.2
  • 2
    • 65249183843 scopus 로고    scopus 로고
    • Comparison of methodologies to characterize haemoglobin variability in the US Medicare haemodialysis population
    • Arneson TJ, Zaun D, Peng Y, Solid CA, Dunning S, Gilbertson DT: Comparison of methodologies to characterize haemoglobin variability in the US Medicare haemodialysis population. Nephrol Dial Transplant 2009; 24: 1378-1383.
    • (2009) Nephrol Dial Transplant , vol.24 , pp. 1378-1383
    • Arneson, T.J.1    Zaun, D.2    Peng, Y.3    Solid, C.A.4    Dunning, S.5    Gilbertson, D.T.6
  • 5
    • 0023152797 scopus 로고
    • Spectral analysis of fluctuations in heart rate: An objective evaluation of autonomic nervous control in chronic renal failure
    • Axelrod S, Lishner M, Oz O, Bernheim J, Ravid M: Spectral analysis of fluctuations in heart rate: an objective evaluation of autonomic nervous control in chronic renal failure. Nephron 1987; 45: 202-206. (Pubitemid 17013821)
    • (1987) Nephron , vol.45 , Issue.3 , pp. 202-206
    • Axelrod, S.1    Lishner, M.2    Oz, O.3
  • 7
    • 0030029070 scopus 로고    scopus 로고
    • Autonomic dysfunction in hemodialysis patients with persistent hypotension
    • Takahashi H, Matsuo S, Toriyama T, Kawahara H, Hayano J: Autonomic dysfunction in hemodialysis patients with persistent hypotension. Nephron 1996; 72: 418-423. (Pubitemid 26059573)
    • (1996) Nephron , vol.72 , Issue.3 , pp. 418-423
    • Takahashi, H.1    Matsuo, S.2    Toriyama, T.3    Kawahara, H.4    Hayano, J.5
  • 9
    • 0032708847 scopus 로고    scopus 로고
    • Hemodynamic patterns and spectral analysis of heart rate variability during dialysis hypotension
    • Barnas MG, Boer WH, Koomans HA: Hemodynamic patterns and spectral analysis of heart rate variability during dialysis hypotension. J Am Soc Nephrol 1999; 10: 2577-2584.
    • (1999) J Am Soc Nephrol , vol.10 , pp. 2577-2584
    • Barnas, M.G.1    Boer, W.H.2    Koomans, H.A.3
  • 11
    • 0035094857 scopus 로고    scopus 로고
    • Differences in heart rate variability parameters during the post-dialytic period in type II diabetic and non-diabetic ESRD patients
    • Giordano M, Manzella D, Paolisso G, Caliendo A, Varricchio M, Giordano C: Differences in heart rate variability parameters during the post-dialytic period in type II diabetic and non-diabetic ESRD patients. Nephrol Dial Transplant 2001; 16: 566-573. (Pubitemid 32229291)
    • (2001) Nephrology Dialysis Transplantation , vol.16 , Issue.3 , pp. 566-573
    • Giordano, M.1    Manzella, D.2    Paolisso, G.3    Caliendo, A.4    Varricchio, M.5    Giordano, C.6
  • 12
    • 0141841745 scopus 로고    scopus 로고
    • Heart rate variability, left ventricular functions, and cardiac autonomic neuropathy in patients undergoing chronic hemodialysis
    • DOI 10.1081/JDI-120024299
    • Karayaylali I, San M, Kudaiberdieva G, Niyazova-Karben Z, Seyrek N, Balal M, et al: Heart rate variability, left ventricular functions, and cardiac autonomic neuropathy in patients undergoing chronic hemodialysis. Ren Fail 2003; 25: 845-853. (Pubitemid 37187678)
    • (2003) Renal Failure , vol.25 , Issue.5 , pp. 845-853
    • Karayaylali, I.1    San, M.2    Kudaiberdieva, G.3    Niyazova-Karben, Z.4    Seyrek, N.5    Balal, M.6    Paydas, S.7    Sagliker, Y.8
  • 13
    • 0041930974 scopus 로고    scopus 로고
    • High vibration perception threshold and autonomic dysfunction in hemodialysis patients with intradialysis hypotension
    • Lee PT, Fang HC, Chen CL, Chung HM, Chiou YH, Chou KJ: High vibration perception threshold and autonomic dysfunction in hemodialysis patients with intradialysis hypotension. Kidney Int 2003; 64: 1089-1094.
    • (2003) Kidney Int , vol.64 , pp. 1089-1094
    • Lee, P.T.1    Fang, H.C.2    Chen, C.L.3    Chung, H.M.4    Chiou, Y.H.5    Chou, K.J.6
  • 15
    • 16244371327 scopus 로고    scopus 로고
    • Autonomic function in elderly uremics studied by spectral analysis of heart rate
    • DOI 10.1111/j.1523-1755.2005.00231.x
    • Di Leo R, Vita G, Messina C, Savica V: Autonomic function in elderly uremics studied by spectral analysis of heart rate. Kidney Int 2005; 67: 1521-1525. (Pubitemid 40463130)
    • (2005) Kidney International , vol.67 , Issue.4 , pp. 1521-1525
    • Di Leo, R.1    Vita, G.2    Messina, C.3    Savica, V.4
  • 17
    • 0031662605 scopus 로고    scopus 로고
    • Improvement of uremic autonomic dysfunction after renal transplantation: A heart rate variability study
    • DOI 10.1159/000045126
    • Yildiz A, Sever MS, Demirel S, Akkaya V, Turk S, Turkmen A, et al: Improvement of uremic autonomic dysfunction after renal transplantation: a heart rate variability study. Nephron 1998; 80: 57-60. (Pubitemid 28434693)
    • (1998) Nephron , vol.80 , Issue.1 , pp. 57-60
    • Yildiz, A.1    Sever, M.S.2    Demirel, S.3    Akkaya, V.4    Turk, S.5    Turkmen, A.6    Ecder, T.7    Ark, E.8
  • 18
  • 19
    • 0032794635 scopus 로고    scopus 로고
    • Heart rate variability during chronic hemodialysis and after renal transplantation: Studies in patients without and with systemic amyloidosis
    • Rubinger D, Sapoznikov D, Pollak A, Popovtzer MM, Luria MH: Heart rate variability during chronic hemodialysis and after renal transplantation: studies in patients without and with systemic amyloidosis. J Am Soc Nephrol 1999; 10: 1972-1981. (Pubitemid 29402519)
    • (1999) Journal of the American Society of Nephrology , vol.10 , Issue.9 , pp. 1972-1981
    • Rubinger, D.1    Sapoznikov, D.2    Pollak, A.3    Popovtzer, M.M.4    Luria, M.H.5
  • 20
    • 0038772411 scopus 로고    scopus 로고
    • Spectral analysis of heart rate variation following simultaneous pancreas and kidney transplantation
    • DOI 10.1016/S0041-1345(03)00447-0
    • Boucek P, Saudek F, Adamec M, Janousek L, Koznarova R, Havrdova T, et al: Spectral analysis of heart rate variation following simultaneous pancreas and kidney transplantation. Transplant Proc 2003; 35: 1494-1498. (Pubitemid 36765574)
    • (2003) Transplantation Proceedings , vol.35 , Issue.4 , pp. 1494-1498
    • Boucek, P.1    Saudek, F.2    Adamec, M.3    Janousek, L.4    Koznarova, R.5    Havrdova, T.6    Skibova, J.7
  • 21
    • 65349134988 scopus 로고    scopus 로고
    • Restoration of baroreflex function in patients with end-stage renal disease after renal transplantation
    • Rubinger D, Backenroth R, Sapoznikov D: Restoration of baroreflex function in patients with end-stage renal disease after renal transplantation. Nephrol Dial Transplant 2009; 24: 1305-1313.
    • (2009) Nephrol Dial Transplant , vol.24 , pp. 1305-1313
    • Rubinger, D.1    Backenroth, R.2    Sapoznikov, D.3
  • 22
    • 0036434875 scopus 로고    scopus 로고
    • Cardiovascular autonomic dysfunction in uremia
    • DOI 10.1046/j.1523-1755.2002.00659.x
    • Robinson TG, Carr SJ: Cardiovascular autonomic dysfunction in uremia. Kidney Int 2002; 62: 1921-1932. (Pubitemid 35366148)
    • (2002) Kidney International , vol.62 , Issue.6 , pp. 1921-1932
    • Robinson, T.G.1    Carr, S.J.2
  • 24
    • 0028200212 scopus 로고
    • Renal blood flow regulation and arterial pressure fluctuations: A case study in nonlinear dynamics
    • Holstein-Rathlou NH, Marsh DJ: Renal blood flow regulation and arterial pressure fluctuations: a case study in nonlinear dynamics. Physiol Rev 1994; 74: 637-681. (Pubitemid 24224341)
    • (1994) Physiological Reviews , vol.74 , Issue.3 , pp. 637-681
    • Holstein-Rathlou, N.-H.1    Marsh, D.J.2
  • 31
    • 0026050335 scopus 로고
    • Chaos in blood flow control in genetic and renovascular hypertensive rats
    • Yip KP, Holstein-Rathlou NH, Marsh DJ: Chaos in blood flow control in genetic and renovascular hypertensive rats. Am J Physiol 1991; 261(3 Pt 2):F400-F408.
    • (1991) Am J Physiol , vol.261 , Issue.3 PART. 2
    • Yip, K.P.1    Holstein-Rathlou, N.H.2    Marsh, D.J.3
  • 32
    • 0029960226 scopus 로고    scopus 로고
    • Chaos and non-linear phenomena in renal vascular control
    • Yip KP, Holstein-Rathlou NH: Chaos and non-linear phenomena in renal vascular control. Cardiovasc Res 1996; 31: 359-370.
    • (1996) Cardiovasc Res , vol.31 , pp. 359-370
    • Yip, K.P.1    Holstein-Rathlou, N.H.2
  • 33
    • 0032539167 scopus 로고    scopus 로고
    • Effect of population-based interventions on laboratory utilization: A time-series analysis
    • van Walraven C, Goel V, Chan B: Effect of population-based interventions on laboratory utilization: a time-series analysis. JAMA 1998; 280: 2028-2033.
    • (1998) JAMA , vol.280 , pp. 2028-2033
    • Van Walraven, C.1    Goel, V.2    Chan, B.3
  • 34
    • 77949911220 scopus 로고    scopus 로고
    • Nephrology visits and health care resource use before and after reporting estimated glomerular filtration rate
    • Hemmelgarn BR, Zhang J, Manns BJ, James MT, Quinn RR, Ravani P, et al: Nephrology visits and health care resource use before and after reporting estimated glomerular filtration rate. JAMA 2010; 303: 1151-1158.
    • (2010) JAMA , vol.303 , pp. 1151-1158
    • Hemmelgarn, B.R.1    Zhang, J.2    Manns, B.J.3    James, M.T.4    Quinn, R.R.5    Ravani, P.6
  • 35
    • 72949101785 scopus 로고    scopus 로고
    • Results of a randomized controlled trial on statin use in dialysis patients had no influence on statin prescription
    • Lam NN, Jain AK, Hackam DG, Cuerden MS, Suri RS, Huo CY, et al: Results of a randomized controlled trial on statin use in dialysis patients had no influence on statin prescription. Kidney Int 2009; 76: 1172-1179.
    • (2009) Kidney Int , vol.76 , pp. 1172-1179
    • Lam, N.N.1    Jain, A.K.2    Hackam, D.G.3    Cuerden, M.S.4    Suri, R.S.5    Huo, C.Y.6
  • 36
    • 0035199479 scopus 로고    scopus 로고
    • Forecast of the number of patients with end-stage renal disease in the United States to the year 2010
    • Xue JL, Ma JZ, Louis TA, Collins AJ: Forecast of the number of patients with end-stage renal disease in the United States to the year 2010. J Am Soc Nephrol 2001; 12: 2753-2758. (Pubitemid 33115423)
    • (2001) Journal of the American Society of Nephrology , vol.12 , Issue.12 , pp. 2753-2758
    • Xue, J.L.1    Ma, J.Z.2    Louis, T.A.3    Collins, A.J.4
  • 37
    • 80052880280 scopus 로고    scopus 로고
    • The impact of chaos on biology: Promising directions for research
    • Grebogi C, Yorke JA (eds) Tokyo, United Nations University Press
    • Kendall BE, Schaffer W, Tidd C, Olsen LF: The impact of chaos on biology: promising directions for research; in Grebogi C, Yorke JA (eds): The Impact of Chaos on Science and Society. Tokyo, United Nations University Press, 1997, pp 190-218.
    • (1997) The Impact of Chaos on Science and Society , pp. 190-218
    • Kendall, B.E.1    Schaffer, W.2    Tidd, C.3    Olsen, L.F.4
  • 38
    • 0037346510 scopus 로고    scopus 로고
    • Poincaré plot indexes of heart rate variability capture dynamic adaptations after haemodialysis in chronic renal failure patients
    • Lerma C, Infante O, Perez-Grovas H, Jose MV: Poincare plot indexes of heart rate variability capture dynamic adaptations after haemodialysis in chronic renal failure patients. Clin Physiol Funct Imaging 2003; 23: 72-80. (Pubitemid 36372468)
    • (2003) Clinical Physiology and Functional Imaging , vol.23 , Issue.2 , pp. 72-80
    • Lerma, C.1    Infante, O.2    Perez-Grovas, H.3    Jose, M.V.4
  • 40
    • 79551622702 scopus 로고    scopus 로고
    • Multifractal and lacunarity analysis of microvascular morphology and remodeling
    • Gould DJ, Vadakkan TJ, Poche RA, Dickinson ME: Multifractal and lacunarity analysis of microvascular morphology and remodeling. Microcirculation 2011; 18: 136-151.
    • (2011) Microcirculation , vol.18 , pp. 136-151
    • Gould, D.J.1    Vadakkan, T.J.2    Poche, R.A.3    Dickinson, M.E.4
  • 41
    • 0029988773 scopus 로고    scopus 로고
    • Fractal analysis and imaging of the proximal nephron cell
    • Welling D, Urani J, Welling L, Wagner E: Fractal analysis and imaging of the proximal nephron cell. Am J Physiol 1996; 270(3 Pt 1):C953-C963.
    • (1996) Am J Physiol , vol.270 , Issue.3 PART. 1
    • Welling, D.1    Urani, J.2    Welling, L.3    Wagner, E.4


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