Rethinking sleep analysis

Journal of Clinical Sleep Medicine

Volumn 4, Issue 2, 2008, Pages 99-103

  Schulz, Hartmut ^a,b  

^a FREIE UNIVERSITÄT BERLIN   (Germany)

^b NONE   (Germany)

Author keywords

Automatic analysis; Sleep analysis; Sleep scoring; Sleep staging; Visual analysis

Indexed keywords

ELECTROENCEPHALOGRAM; ELECTROMYOGRAM; ELECTROOCULOGRAM; HUMAN; REM SLEEP; REVIEW; SCORING SYSTEM; SLEEP PATTERN; SLEEP STAGE; WAVEFORM;

EID: 47849096398     PISSN: 15509389     EISSN: 15509397     Source Type: Journal    
DOI: 10.5664/jcsm.27124     Document Type: Review

References (53)

1. Iber C, Ancoli-Israel S. Chesson A, Quan SF for the American Academy of Sleep Medicine. The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications. Westchester: American Academy of Sleep Medicine, 2007.
2. Silber MH, Ancoli-Israel S, Bonnet MH, et al. The visual scoring of sleep in adults. J Clin Sleep Med 2007;3:121-31.
3. Penzel T, Hirshkowitz M, Harsh J, et al. Digital analysis and technical specifications. J Clin Sleep Med 2007;3:109-20.
4. Himanen S-L, Hasan J. Limitations of Rechtschaffen and Kales. Sleep Med Rev 2000;4:149-67.
5. Hirshkowitz M. Standing on the shoulders of giants: the Standardized Sleep Manual after 30 years. Sleep Med Rev 2000;4:169-79.
6. Himanen S-L, Penzel T, Conradt R, Hasan J. Response to "Standing on the shoulders of giants: The Standardized Sleep Manual after 30 years". Sleep Med. Rev 2000;4:181-82.
7. Alvarez LW. Alfred Lee Loomis. In: National Academy of Sciences. Biographical memoirs. v.51 (1980). Washington: National Academies Press; 1999:308-41. Available at: http://books.nap.edu/books/0309028884/html/308.html. Accessed on: February 11, 2008.
8. Conant J. Tuxedo Park: A Wall Street Tycoon and the Secret Palace of Science that Changed the Course of World War II. NewYork: Simon and Schuster; 2002.
9. Kroker K. The Sleep of Others. Toronto: The University of Toronto Press; 2007.
10. Loomis AL, Harvey EN, Hobart G. Potential rhythms of the cerebral cortex during sleep. Science 1935;81:597-98.
11. Loomis AL, Harvey EN, Hobart G. Further observations on the potential rhythms of the cerebral cortex during sleep. Science 1935;82:198-200.
12. Loomis AL, Harvey EN, Hobart GA, III. Cerebral states during sleep, as studied by human brain potentials. J Exp Psychol 1937;21:127-44.
13. Loomis AL, Harvey EN, Hobart GA. Electrical potentials of the human brain. J Exp Psychol 1936;19:249-79.
14. Dement W, Kleitman N. Cyclic variations in EEG during sleep and their relation to eye movements, body motility and dreaming. Electroencephalogr Clin Neurophysiol 1957;9:673-90.
15. Rechtschaffen A, Kales A, eds. A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. Washington: Public Health Service, US Government Printing Office; 1968.
16. Aserinsky E, Kleitman N. Two types of ocular motility occurring in sleep. J Appl Physiol 1955;8:1-10.
17. Gottesmann C. The golden age of rapid eye movement sleep discoveries. 1. Lucretius - 1964. Prog Neurobiol 2001;65:211-87.
18. Spiegel R. Sleep and Sleeplessness in Advanced Age. Lancaster: MTP Press; 1981.
19. Achermann P. The two-process model of sleep regulation revisited. Aviat Space Environ Med 2004;75(3, Suppl):A37-43.
20. Feinberg I. Changes in sleep cycle patterns with age. J Psychiatr Res 1974;10:283-306.
21. Gaillard J-M. Temporal organization of human sleep: general trends of sleep stages and their ultradian cyclic components. L'Encéphale 1979;5:71-93.
22. Steriade M, McCarley RW. Brainstem Control of Wakefulness and Sleep. New York: Plenum Press; 1990.
23. Hobson JA, Pace-Schott EF, Stickgold R. Dreaming and the brain: Toward a cognitive neuroscience of conscious states. Behav Brain Sci 2000;23:793-842.
24. Massaquoi SG, McCarley RW. Extension of the Limit Cycle Reciprocal Interaction Model of REM cycle control. An integrated sleep control model. J Sleep Res 1992;1:138-43.
25. Koella WP. A modern neurobiological concept of vigilance. Experientia 1982;38:1426-37.
26. Müller B, Gäbelein WD, Schulz H. A taxonomic analysis of sleep stages. Sleep 2006;29:967-74. Erratum: Sleep 2006;29:1109-110].
27. Brandenberger G, Ehrhart J, Buchheit M. Sleep stage 2: an electroencephalographic, autonomic, and hormonal duality. Sleep 2005;28:1535-40.
28. Molinari S, Foulkes D. Tonic and phasic events during sleep: physiological correlates and implications. Percept Mot Skills 1969;29:343-68.
29. Terzano MG, Mancia D, Salati MR, Costani G, Decembrino A, Parrino L. The cyclic alternating pattern as a physiologic component of normal NREM sleep. Sleep 1985;8:137-45.
30. Terzano MG, Parrino L, Smerieri A, et al. CAP and arousals are involved in the homeostatic and ultradian sleep processes. J Sleep Res 2005;14:359-68.
31. Halász P. Hierarchy of micro-arousals and the microstructure of sleep. Neurophysiol Clin 1998;28:461-75.
32. De Carli F, Nobili L, Beelke M, et al. Quantitative analysis of sleep EEG microstructure in the time-frequency domain. Brain Res Bull 2004;63:399-405.
33. Kemp B. A proposal for computer-based sleep/wake analysis. Consensus report. J Sleep Res 1993;2:179-85.
34. Haustein W, Pilcher J, Klink J, Schulz H. Automatic analysis overcomes limitations of sleep stage scoring. Electroencephalogr Clin Neurophysiol 1986;64:364-74.
35. Pardey J, Roberts S, Tarassenko L, Stradling J. A new approach to the analysis of the human sleep/wakefulness continuum. J Sleep Res 1996;5:201-10.
36. Agarwal R, Gotman J. Digital tools in polysomnography. J Clin Neurophysiol 2002;19:136-43.
37. Amir N, Gath I. Segmentation of EEG during sleep using time-varying autoregressive modeling. Biol Cybern 1989;61:447-55.
38. Kaplan A, Röschke J, Darkhovsky B, Fell J. Macrostructural EEG characterization based on nonparametric change point segmentation: application to sleep analysis. J Neurosci Methods 2001;106:81-90.
39. Loomis AL, Harvey EN, Hobart GA, III. Distribution of disturbance-patterns in the human electroencephalogram with special reference to sleep. J Neurophysiol 1938;1:413-30.
40. Williams RL, Karacan I, Hursch CJ. EEG of Human Sleep: Clinical Applications. New York: John Wiley & Sons; 1974.
41. Bonnet M, Carley D, Carskadon M, et al. EEG arousals: scoring rules and examples. A preliminary report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association. Sleep 1992;15:173-84.
42. Norman RG, Pal I, Stewart C, Walsleben JA, Rapoport DM. Interobserver agreement among sleep scorers from different centers in a large dataset. Sleep 2000;23:901-08.
43. Penzel T, Behler P-G, von Buttlar M, et al. Reliability of visual evaluation of sleep stages according to Rechtschaffen and Kales from eight polysomnograms by nine sleep centers. Somnologie 2003;7:49-58.
44. Danker-Hopfe H, Kunz D, Gruber G, et al. Interrater reliability between scorers from eight European sleep laboratories in subjects with different sleep disorders. J Sleep Res 2004;13:63-69.
45. Barlow JS, Creutzfeldt OD, Michael D, Houchin J, Epelbaum H. Automatic adaptive segmentation of clinical EEGs. Electroencephalogr Clin Neurophysiol 1981;51:512-25.
46. Barlow JS. Methods of analysis of nonstationary EEGs, with emphasis on segmentation techniques: a comparative review. J Clin Neurophysiol 1985;2:267-304.
47. Agarwal R, Gotman J. Adaptive segmentation of electroencephalographic data using nonlinear energy operator. Proceedings IEEE ISCAS '99, Orlando, Florida 1999;IV:199-202.
48. Gath I, Bar-On E. Computerized method for scoring of polygraphic sleep recordings. Comput Prog Biomed 1980;11:217-23.
49. Krajča V, Petránek S, Patáková I, Värri A. Automatic identification of significant graphoelements in multichannel EEG recordings by adaptive segmentation and fuzzy clustering. Int J Biomed Comput 1991;28:71-89.
50. Krajča V, Petránek S, Paul K, Matousek M, Mohylova J, Lhotska L. Automatic detection of sleep stages in neonatal EEG using the structural time profiles. IEEE Eng Med Biol Soc 2005;6:6014-6.
51. Jobert M, Tismer C, Poiseau E, Schulz H. Wavelets - a new tool in sleep biosignal analysis. J Sleep Res 1994;3:223-32.
52. Unser M, Aldroubi A. A review of wavelets in biomedical applications. Proc IEEE 1996;84:626-38.
53. Svetnik V, Ma J, Soper KA, et al. Evaluation of automatic and semi-automatic scoring of polysomnographic recordings from a clinical trial using zolpidem in the treatment of insomnia. Sleep 2007;30:1562-74.