An Improved Method for Estimating Human Circadian Phase Derived From Multichannel Ambulatory Monitoring and Artificial Neural Networks

Chronobiology International - Tập 29 Số 8 - Trang 1078-1097 - 2012
Vitaliy Kolodyazhniy1, Jakub Späti2, Sylvia R. Frey3, Thomas Götz4, Anna Wirz‐Justice3, Kurt Kräuchi3, Christian Cajochen3, Frank H. Wilhelm1
1Division of Clinical Psychology, Psychotherapy and Health Psychology, Institute for Psychology, University of Salzburg, Salzburg, Austria.
2Preclinical Laboratory for Translational Research into Affective Disorders (PLaTRAD), Clinic for Affective Disorders and General Psychiatry, Psychiatric University Hospital Zurich, Zurich, Switzerland
3Centre for Chronobiology, Psychiatric Hospital of the University of Basel, Basel, Switzerland
4Central Admission Unit, Psychiatric Hospital of the University of Basel, Basel, Switzerland

Tóm tắt

Từ khóa


Tài liệu tham khảo

Ancoli-Israel S, 2003, Sleep, 26, 342, 10.1093/sleep/26.3.342

Bishop CM. (2006). Pattern recognition and machine learning. New York: Springer-Verlag. p. 738.

Cajochen C, 2001, Neuroreport, 12, 2277, 10.1097/00001756-200107200-00046

Cajochen C, 2005, J. Clin. Endocrinol. Metab., 90, 1311, 10.1210/jc.2004-0957

Carrier J, 1997, J. Biol. Rhythms, 12, 266, 10.1177/074873049701200308

Chen KW, 1996, Biometr. J., 38, 475, 10.1002/bimj.4710380413

Curran-Everett D, 2000, Am. J. Physiol. Regul. Integr. Comp. Physiol., 279, R1, 10.1152/ajpregu.2000.279.1.R1

Cybenko G, 1989, Math. Control Signals Systems, 2, 303, 10.1007/BF02551274

Eastman CI, 1992, Am. J. Physiol., 263, R428

Grossman P, 2010, Biol. Psychol., 84, 121, 10.1016/j.biopsycho.2010.02.008

Hastie T, 2001, The elements of statistical learning: data mining, inference, and prediction, 10.1007/978-0-387-21606-5

Haykin S. (1998). Neural networks: a comprehensive foundation. 2nd ed. Upper Saddle River, NJ: Prentice-Hall. p. 842.

Hébert M, 2002, J. Pineal Res., 33, 198, 10.1034/j.1600-079X.2002.01885.x

Hiddinga AE, 1997, J. Sleep Res., 6, 156, 10.1046/j.1365-2869.1997.00047.x

Hornik K, 1991, Neural Networks, 4, 251, 10.1016/0893-6080(91)90009-T

Kiymik MK, 2004, J. Neurosci. Methods, 139, 231, 10.1016/j.jneumeth.2004.04.027

Klerman EB, 1999, J. Biol. Rhythms, 14, 260, 10.1177/074873099129000678

Klerman EB, 2002, J. Biol. Rhythms, 7, 181, 10.1177/074873002129002474

Kolodyazhniy V, 2007, Pattern recognition in biology, 191

Kolodyazhniy V, 2011, Psychophysiology, 48, 908, 10.1111/j.1469-8986.2010.01170.x

10.1177/0748730410391619

10.1016/j.smrv.2007.07.001

Kräuchi K, 1999, Nature, 401, 36, 10.1038/43366

Lockley SW, 2003, J. Clin. Endocrinol. Metab., 88, 4502, 10.1210/jc.2003-030570

10.3109/07420528909059140

10.1081/STA-120022710

10.3109/07420528.2010.516381

Reifman J, 2004, Aviat. Space Environ. Med., 75, A173

Roenneberg T, 2003, J. Biol. Rhythms, 18, 183, 10.1177/0748730403018003001

Roenneberg T, 2007, Sleep Med. Rev., 11, 429, 10.1016/j.smrv.2007.07.005

10.1080/02643290701754158

Smith AD, 2010, Physiol. Meas., 31, 95, 10.1088/0967-3334/31/1/007

Smith KA, 2004, J. Clin. Endocrinol. Metab., 89, 3610, 10.1210/jc.2003-032100

Smith MR, 2009, Sleep Med., 10, 287, 10.1016/j.sleep.2008.05.005

Van Someren EJW, 2007, Sleep Med., 8, 590, 10.1016/j.sleep.2007.03.012

Vuckovic A, 2002, Med. Eng. Phys., 24, 349, 10.1016/S1350-4533(02)00030-9

Watanabe L, 1988, Sleep Res, 17, 401

Wehr TA, 1998, Horm. Res., 49, 118, 10.1159/000023157

Wetterberg L, 1998, Melatonin in psychiatric and neoplastic disorders, 1, 43

Wever RA. (1979). The circadian system of man: results of experiments under temporal isolation. New York: Springer-Verlag. p. 276.

Wilhelm FH, 2010, Biol. Psychol., 84, 552, 10.1016/j.biopsycho.2010.01.017

Wilhelm FH, 2006, Biomed. Sci. Instrum, 42, 458

Wirz-Justice A, 2007, Medicographia, 29, 84