Objective measure of sleepiness and sleep latency via bispectrum analysis of EEG

Medical and Biological Engineering and Computing

Volumn 48, Issue 12, 2010, Pages 1203-1213

  Swarnkar, Vinayak ^a   Abeyratne, Udantha ^a   Hukins, Craig ^a,b  

^a UNIVERSITY OF QUEENSLAND   (Australia)

^b PRINCESS ALEXANDRA HOSPITAL   (Australia)

Author keywords

Bispectrum; Electroencephalography; Sleep latency; Sleepiness

Indexed keywords

ADULT POPULATIONS; ANALYSIS TECHNIQUES; BISPECTRUM; BISPECTRUM ANALYSIS; LEG MOVEMENT; MANAGEMENT SYSTEMS; NON-LINEAR TRANSFORMATIONS; OBJECTIVE MEASURE; OBSTRUCTIVE SLEEP APNEA; ONE-DIMENSIONAL SLICE; REAL TIME; SINGLE CHANNELS; SLEEP DISORDERS; SLEEP LATENCY; SLEEPINESS; WORK ENVIRONMENTS;

ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; TESTING;

SLEEP RESEARCH;

ARTICLE; ELECTROENCEPHALOGRAPHY; HUMAN; METHODOLOGY; OCCUPATIONAL HEALTH; PHYSIOLOGY; POLYSOMNOGRAPHY; SIGNAL PROCESSING; SLEEP DISORDER; SLEEP STAGE; WAKEFULNESS;

ELECTROENCEPHALOGRAPHY; HUMANS; OCCUPATIONAL HEALTH; POLYSOMNOGRAPHY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP DISORDERS; SLEEP STAGES; WAKEFULNESS;

EID: 84855738378     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-010-0715-x     Document Type: Article

References (39)

1. Abeyratne UR (1999) Blind reconstruction of non-minimumphase systems from 1-D obliqueslices of bispectrum. IEE Proc Vis Image Signal Process 146(5):253-264
2. Abeyratne UR, Karunajeewa AS, Hukins C (2007) Mixed-phase modeling in snore sound analysis. Med Biol Eng Comput 45(8):791-806
3. Abeyratne UR, Swarnkar V, Hukins C, Duce B (2010) Interhemispheric asynchrony correlates with severity of respiratory disturbance index in patients with Sleep Apnea. IEEE Trans Biomed Eng. Epub (Jul 26)
4. Akerstedt T (1995) Work hours and sleepiness. Neurophysiologie Clinique/Clin Neurophysiol 25(6):367-375
5. American Sleep Disorders Association, Committee, D.C.S. (2005) International classification of sleep disorders: Diagnostic and coding manual. Am Acad Sleep Med
6. Banquet JP (1973) Spectral analysis of the EEG in meditation. Electroencephalogr Clin Neurophysiol 35(2):143-151
7. Barr L, Howarth H, Popkin S, Carroll RJ (2003) A review and evaluation of emerging driver fatigue detection measures and technologies. US Department of Transportation, Federal Motor Carrier Safety Administration, Volpe National Transportation System Center, Cambridge
8. Bixler EO, Vgontzas AN, Lin HM, Calhoun SL, Vela-Bueno A, Kales A (2005) Excessive daytime sleepiness in a general population sample: The role of sleep apnea, age, obesity, diabetes, and depression. J Clin Endocrinol Metab 90(8):4510
9. Bloch KE (1997) Polysomnography: A systematic review. Technol Health Care 5:285-305
10. Caldwell JA (2005) Fatigue in aviation. Travel Med Infect Dis 3(2):85-96
11. Carskadon MA, Dement WC, Mitler MMTR, Westbrook PR, Keenan S (1986) Guidelines for the multiple sleep latency test (MSLT): A standard measure of sleepiness. Sleep 9(4):519-524
12. Chervin RD, Aldrich MS (1999) The Epworth Sleepiness Scale may not reflect objective measures of sleepiness or sleep apnea. Neurology 52(1):125
13. Collop NA (2002) Scoring variability between polysomnography technologists in different sleep laboratories. Sleep Med 3(1): 43-47
14. Curcio G, Casagrande M, Bertini M (2001) Sleepiness: Evaluating and quantifying methods. Int J Psychophysiol 41(3):251-263
15. Dang FM (2000) Driver Fatigue, Lane Management & Warning System. http://www.driverfatiguemonitor.com/index.html
16. Dinges DF, Grace R (1998) PERCLOS: A valid psychophysiological measure of alertness as assessed by psychomotor vigilance. US Dept. Transportation, Federal Highway Admin., Washington, DC, Tech. Rep. Publication No. FHWA-MCRT-98-006
17. Feynman R (1999) Report of the presidential commission on the space shuttle Challenger accident, vol II, Appendix G. Available at: Http://science.ksc.nasa.gov/shuttle/missions/51-l/ docs/rogerscommission/table- of-contents.html. Accessed Oct 2002
18. Goran K, Torbjorn A, David S, Mattias W, Tania D, Anna A, Hjalmdahl H. State of the art review of driver sleepiness. An IVSS program project, http://www.vti.se/11934.epibrw
19. Hoddes E, Dement WC, Zarcone V (1972) The development and use of the Stanford Sleepiness Scale (SSS). Psychophysiology 9:150
20. Howard ME, Desai AV, Grunstein RR, Hukins C, Armstrong JG, Joffe D, Swann P, Campbell DA, Pierce RJ (2004) Sleepiness, sleep disordered breathing and accident risk factors in commercial vehicle drivers. Am J Respir Crit Care Med 170:1014-1021
21. Kryger MH, Roth T, Dement WC (2000) Principles and practice of sleep medicine, 3rd edn. W. B. Saunders, Philadelphia
22. Kulkas A, Huupponen E, Virkkala J, Tenhunen M, Saastamoinen A, Rauhala E, Himanen SL (2009) New tracheal sound feature for apnoea analysis. Med Biol Eng Comput 47(4):405-412
23. Kushida C, Littner M, Morgenthaler T, Alessi C, Bailey D, Coleman JJ, Friedman L, Hirshkowitz M, Kapen S, Kramer M, Lee-Chiong T, Loube D, Owens J, Pancer J, Wise M (1997) Practice parameters for the indications for polysomnography and related procedures. Polysomnography Task Force, American Sleep Disorders Association Standards of Practice Committee. Sleep 6(20):406-422
24. Lal SKL, Craig A, Boord P, Kirkup L, Nguyen H (2003) Development of an algorithm for an EEG-based driver fatigue countermeasure. J Saf Res 34(3):321-328
25. Leger D (1994) The cost of sleep-related accidents: A report for the national commission on sleep disorders research. Sleep (New York, NY) 17(1):84-93
26. Mendel JM (1991) Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications. Proc IEEE 79(3):278-305
27. Mendez MO, Bianchi AM, Montano N, Patruno V, Gil E, Mantaras C, Aiolfi S, Cerutti S (2008) On arousal from sleep: Time-frequency analysis. Med Biol Eng Comput 46(4):341-351
28. Mitler MM, Gujavarty KS, Browman CP (1982) Maintenance of wakefulness test: A polysomnographic technique for evaluating treatment efficacy in patients with excessive somnolence. Electroencephalogr Clin Neurophysiol 53(6):658
29. Mitler MM, Carskadon MA, Czeisler CA, Dement WC, Dinges DF, Graeber RC (1988) Catastrophes, sleep, and public policy: Consensus report. Sleep 11(1):100
30. Morris TL, Miller JC (1996) Electrooculographic and performance indices of fatigue during simulated flight. Biol Psychol 42(3):343-360
31. Murray WJ (1991) A new method for measuring daytime sleepiness: The Epworth sleepiness scale. Sleep 14(6):540-545
32. Murray WJ (2001) Assessing the drowsiness of drivers. Commissioned by VicRoads Australia, Sleep Diagnostic Pty Ltd, Richmond, VIC
33. Muthuswamy J, Sherman DL, Thakor NV (1999) Higher-order spectral analysis of burst patterns in EEG. IEEE Trans Biomed Eng 46(1):92-99
34. Niedermeyer E, Silva FLd (2005) Electroencephalography: Basic principles, clinical applications, and related fields, 5th edn. Lippincott Williams & Wilkins, Baltimore
35. Razoumnikova OM (2000) Functional organization of different brain areas during convergent and divergent thinking: An EEG investigation. Cogn Brain Res 10(1-2):11-18
36. Rechtschaffen A, Kales A (1968) A manual of standardized terminology and scoring system for sleep stages of human subjects. Brain Information Service/Brain Research Institute University of California at Los Angles (204)
37. Svetnik V, Ma J, Soper KA, Doran S, Renger JJ, Deacon S, Koblan KS (2007) Evaluation of automated and semi-automated scoring of polysomnographic recordings from a clinical trial using zolpidem in the treatment of insomnia. Sleep 30(11):1562
38. Swarnkar V, Abeyratne UR, Hukins C, Duce B (2009) A state transition-based method for quantifying EEG sleep fragmentation. Med Biol Eng Comput 47(10):1053-1061
39. Wise MS (2006) Objective measures of sleepiness and wakefulness: Application to the real world? J Clin Neurophysiol 23(1):39