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Volumn 59, Issue 10, 2012, Pages 2801-2807

Forecasting depression in bipolar disorder

Author keywords

Autoregressive (AR) processes; Gaussian processes; health information management psychiatry; public healthcare; time series analysis

Indexed keywords

ADULT POPULATIONS; AUTOREGRESSIVE PROCESS; BIPOLAR DISORDER; CORRELATION STRUCTURE; DATA SETS; EXPONENTIAL SMOOTHING; GAUSSIAN PROCESS REGRESSION; GAUSSIAN PROCESSES; HEALTH INFORMATION MANAGEMENT; LONG-TERM RISKS;

EID: 84866555868     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2012.2210715     Document Type: Article
Times cited : (38)

References (35)
  • 3
    • 59849112160 scopus 로고    scopus 로고
    • HCI applications for aiding children with mental disorder
    • H. Mobaji and K. Karahalios, "HCI applications for aiding children with mental disorder," Crossroads, ACM Student Mag., vol. 12, no. 2, p. 3, 2005, 2012.
    • (2005) Crossroads, ACM Student Mag. , vol.12 , Issue.2 , pp. 3
    • Mobaji, H.1    Karahalios, K.2
  • 4
    • 34547660063 scopus 로고    scopus 로고
    • Nonlinear dynamic system model of bipolar mood disorder
    • M. Anand, "Nonlinear dynamic system model of bipolar mood disorder," in Proc. IEEE, SoutheastCon, 2007, pp. 279-282.
    • (2007) Proc. IEEE, SoutheastCon , pp. 279-282
    • Anand, M.1
  • 5
    • 33749846286 scopus 로고    scopus 로고
    • Approximate entropy of self-reported mood prior to episodes in bipolar disorder
    • DOI 10.1111/j.1399-5618.2006.00373.x
    • T. Glenn, P. C. Whybrow, N. Rasgon, P. Grof, M. Alda, C. Baethge, and M. Bauer, "Approximate entropy of self-reported mood prior to episodes in bipolar disorder," Bipolar Disorders, vol. 8, no. 5p1, pp. 424-429, Oct. 2006. (Pubitemid 44560216)
    • (2006) Bipolar Disorders , vol.8 , Issue.5 , pp. 424-429
    • Glenn, T.1    Whybrow, P.C.2    Rasgon, N.3    Grof, P.4    Alda, M.5    Baethge, C.6    Bauer, M.7
  • 6
    • 0028883796 scopus 로고
    • Evidence of chaotic mood variation in bipolar disorder
    • Nov
    • A. Gottschalk, M. S. Bauer, and P. C. Whybrow, "Evidence of chaotic mood variation in bipolar disorder," Arch. Gen. Psychiatry, vol. 52, no. 11, pp. 947-959, Nov. 1995.
    • (1995) Arch. Gen. Psychiatry , vol.52 , Issue.11 , pp. 947-959
    • Gottschalk, A.1    Bauer, M.S.2    Whybrow, P.C.3
  • 7
    • 15544362327 scopus 로고    scopus 로고
    • Low-dimensional chaos in bipolar disorder?
    • Mar
    • A. D. Krystal, "Low-dimensional chaos in bipolar disorder?" Arch. Gen. Psychiatry, vol. 55, no. 3, pp. 275-276, Mar. 1998.
    • (1998) Arch. Gen. Psychiatry , vol.55 , Issue.3 , pp. 275-276
    • Krystal, A.D.1
  • 8
    • 0041508708 scopus 로고    scopus 로고
    • Quantitative assessment strategies and issues for mood and other psychiatric serial study data
    • DOI 10.1034/j.1399-5618.2003.00036.x
    • S. M. Pincus, "Quantitative assessment strategies and issues for mood and other psychiatric serial study data," Bipolar Disord., vol. 5, no. 4, pp. 287-294, Aug. 2003. (Pubitemid 37009891)
    • (2003) Bipolar Disorders , vol.5 , Issue.4 , pp. 287-294
    • Pincus, S.M.1
  • 10
    • 0041476066 scopus 로고    scopus 로고
    • Approximate entropy of symptoms of mood: An effective technique to quantify regularity of mood
    • DOI 10.1034/j.1399-5618.2003.00012.x
    • V. K. Yeragani, R. Pohl,M.Mallavarapu, and R. Balon, "Approximate entropy of symptoms of mood: An effective technique to quantify regularity of mood," Bipolar Disord., vol. 5, no. 4, pp. 279-286, Aug. 2003. (Pubitemid 37020864)
    • (2003) Bipolar Disorders , vol.5 , Issue.4 , pp. 279-286
    • Yeragani, V.K.1    Pohl, R.2    Mallavarapu, M.3    Balon, R.4
  • 11
    • 77953940489 scopus 로고    scopus 로고
    • The longitudinal course of bipolar disorder as revealed through weekly text messaging: A feasibility study, text message mood charting
    • May
    • J. M. Bopp, D. J. Miklowitz, G. M. Goodwin, W. Stevens, J. M. Rendell, and J. R. Geddes, "The longitudinal course of bipolar disorder as revealed through weekly text messaging: A feasibility study, text message mood charting," Bipolar Disord., vol. 12, no. 3, pp. 327-334, May 2010.
    • (2010) Bipolar Disord. , vol.12 , Issue.3 , pp. 327-334
    • Bopp, J.M.1    Miklowitz, D.J.2    Goodwin, G.M.3    Stevens, W.4    Rendell, J.M.5    Geddes, J.R.6
  • 12
    • 84856291584 scopus 로고    scopus 로고
    • Nonlinear time series approaches in characterizing mood stability and mood instability in bipolar disorder
    • M. Bonsall, S. Wallace-Hadrill, J. Geddes, G. Goodwin, and E. Holmes, "Nonlinear time series approaches in characterizing mood stability and mood instability in bipolar disorder," Proc. Royal Soc. B: Biolog. Sci., vol. 279, no. 1730, pp. 916-924, 2011.
    • (2011) Proc. Royal Soc. B: Biolog. Sci. , vol.279 , Issue.1730 , pp. 916-924
    • Bonsall, M.1    Wallace-Hadrill, S.2    Geddes, J.3    Goodwin, G.4    Holmes, E.5
  • 13
    • 0001634204 scopus 로고
    • On a method of investigating periodicities in disturbed series, with special reference to wolfer's sunspot numbers
    • Jan
    • G. U. Yule, "On a method of investigating periodicities in disturbed series, with special reference to wolfer's sunspot numbers," Philosophical Trans. Royal Soc. A Mathe. Phys. Eng. Sci., vol. 226, no. 636-646, pp. 267-298, Jan. 1927.
    • (1927) Philosophical Trans. Royal Soc. A Mathe. Phys. Eng. Sci. , vol.226 , Issue.636-646 , pp. 267-298
    • Yule, G.U.1
  • 15
    • 0742324096 scopus 로고    scopus 로고
    • Forecasting seasonals and trends by exponentially weighted moving averages
    • DOI 10.1016/j.ijforecast.2003.09.015, PII S0169207003001134
    • C. C. Holt, "Forecasting seasonals and trends by exponentially weighted moving averages," Int. J. Forecasting, vol. 20, no. 1, pp. 5-10, Jan. 2004. (Pubitemid 38148289)
    • (2004) International Journal of Forecasting , vol.20 , Issue.1 , pp. 5-10
    • Holt, C.C.1
  • 16
    • 0000082693 scopus 로고
    • Forecasting sales by exponentially weighted moving averages
    • Apr
    • P. R.Winters, "Forecasting sales by exponentially weighted moving averages," Management Sci., vol. 6, no. 3, pp. 324-342, Apr. 1960.
    • (1960) Management Sci. , vol.6 , Issue.3 , pp. 324-342
    • Winters, P.R.1
  • 17
    • 84947407492 scopus 로고
    • Optimal properties of exponentially weighted forecasts
    • Jan
    • J. F. Muth, "Optimal properties of exponentially weighted forecasts," J. Amer. Statistical Assoc., vol. 55, no. 290, p. 299, Jan. 1960.
    • (1960) J. Amer. Statistical Assoc. , vol.55 , Issue.290 , pp. 299
    • Muth, J.F.1
  • 20
    • 0000003175 scopus 로고
    • Threshold autoregression, limit cycles and cyclical data
    • H. Tong and K. S. Lim, "Threshold autoregression, limit cycles and cyclical data," J. Royal Statistical Soc., vol. 42, no. 3, pp. 245-292, 1980.
    • (1980) J. Royal Statistical Soc. , vol.42 , Issue.3 , pp. 245-292
    • Tong, H.1    Lim, K.S.2
  • 21
    • 33745952342 scopus 로고    scopus 로고
    • 25 years of time series forecasting
    • DOI 10.1016/j.ijforecast.2006.01.001, PII S0169207006000021, Twenty Five Years of Forecasting
    • J. G. de Gooijer and R. J. Hyndman, "25 years of time series forecasting," Int. J. Forecast., vol. 22, no. 3, pp. 443-473, 2006. (Pubitemid 44057710)
    • (2006) International Journal of Forecasting , vol.22 , Issue.3 , pp. 443-473
    • De Gooijer, J.G.1    Hyndman, R.J.2
  • 22
    • 38249010382 scopus 로고
    • Some recent developments in non-linear time series modelling, testing, and forecasting
    • Oct
    • J. De Gooijer, "Some recent developments in non-linear time series modelling, testing, and forecasting," Int. J. Forecasting, vol. 8, no. 2, pp. 135-156, Oct. 1992.
    • (1992) Int. J. Forecasting , vol.8 , Issue.2 , pp. 135-156
    • De Gooijer, J.1
  • 23
    • 0002978835 scopus 로고
    • Curve fitting and optimal design for prediction
    • A. O'Hagan, "Curve fitting and optimal design for prediction," J. Royal Statistical Soc., vol. 40, no. 1, pp. 1-42, 1978.
    • (1978) J. Royal Statistical Soc. , vol.40 , Issue.1 , pp. 1-42
    • O'Hagan, A.1
  • 26
    • 50049125217 scopus 로고    scopus 로고
    • Gaussian process robust regression for noisy heart rate data
    • Sep
    • O. Stegle, S. Fallert, D. MacKay, and S. Brage, "Gaussian process robust regression for noisy heart rate data," IEEE Trans. Biomed. Eng., vol. 55, no. 9, pp. 2143-2151, Sep. 2008.
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.9 , pp. 2143-2151
    • Stegle, O.1    Fallert, S.2    MacKay, D.3    Brage, S.4
  • 27
    • 79959796037 scopus 로고    scopus 로고
    • Using Gaussian-process regression for meta-analytic neuroimaging inference based on sparse observations
    • Jul
    • G. Salimi-Khorshidi, T. E. Nichols, S. M. Smith, and M. W. Woolrich, "Using Gaussian-process regression for meta-analytic neuroimaging inference based on sparse observations," IEEE Trans.Med. Imaging, vol. 30, no. 7, pp. 1401-1416, Jul. 2011.
    • (2011) IEEE Trans.Med. Imaging , vol.30 , Issue.7 , pp. 1401-1416
    • Salimi-Khorshidi, G.1    Nichols, T.E.2    Smith, S.M.3    Woolrich, M.W.4
  • 31
    • 0030712976 scopus 로고    scopus 로고
    • The altman self-rating Mania scale
    • DOI 10.1016/S0006-3223(96)00548-3, PII S0006322396005483
    • E. G. Altman, D. Hedeker, J. L. Peterson, and J. M. Davis, "The altman self-rating mania scale," Biol, Psychiatry, vol. 42, no. 10, pp. 948-955, Nov. 1997. (Pubitemid 27486450)
    • (1997) Biological Psychiatry , vol.42 , Issue.10 , pp. 948-955
    • Altman, E.G.1    Hedeker, D.2    Peterson, J.L.3    Davis, J.M.4
  • 33
    • 0029434863 scopus 로고
    • Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time-series
    • C. K. Peng, S. Havlin, H. Stanley, and A. Goldberger, "Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time-series," Chaos, vol. 5, no. 1, pp. 82-87, 1995.
    • (1995) Chaos , vol.5 , Issue.1 , pp. 82-87
    • Peng, C.K.1    Havlin, S.2    Stanley, H.3    Goldberger, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.