Accuracy of computer algorithms and the human eye in scoring actigraphy

Sleep and Breathing

Volumn 17, Issue 1, 2013, Pages 411-417

  Boyne, Kathleen ^a   Sherry, David D ^a   Gallagher, Paul R ^a   Olsen, Margaret ^a   Brooks, Lee J ^a  

^a CHILDREN S HOSPITAL OF PHILADELPHIA   (United States)

Author keywords

Actigraphy; Computer scoring; Polysomnography; Reference standards; Sleep; Visual scoring

Indexed keywords

ACTIMETRY; ADOLESCENT; ARTICLE; COMPUTER ANALYSIS; CORRELATION ANALYSIS; HUMAN; MEASUREMENT ACCURACY; POLYSOMNOGRAPHY; PRIORITY JOURNAL; SLEEP EFFICIENCY; SLEEP PARAMETERS; SLEEP TIME; VISION;

ACTIGRAPHY; ADOLESCENT; ALGORITHMS; CHRONIC PAIN; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; MALE; MATHEMATICAL COMPUTING; POLYSOMNOGRAPHY; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP STAGES; SOFTWARE; STATISTICS AS TOPIC; WAKEFULNESS;

EID: 84874190543     PISSN: 15209512     EISSN: 15221709     Source Type: Journal    
DOI: 10.1007/s11325-012-0709-z     Document Type: Article

References (19)

1. Sadeh A, Acebo C (2002) The role of actigraphy in sleep medicine. Sleep Med Rev 6:113-124
2. Littner M, Kushida CA, Anderson WM, Bailey D, Berry RB, Davila DG, Hirshkowitz M, Kapen S, Kramer M, Loube D, Wise M, Johnson SF (2003) Practice parameters for the role of actigraphy in the study of sleep and circadian rhythms: an update for 2002. Sleep 26:337-341
3. Collop NA, Anderson WM, Boehlecke B, Claman D, Goldberg R, Gottlieb DJ, Hudgel D, Sateia M, Schwab R (2007) Clinical guidelines for the use of unattended portable monitors in the diagnosis of obstructive sleep apnea in adult patients. Portable monitoring task force of the American academy of sleep medicine. J Clin Sleep Med 3(7):737-747
4. Acebo C, LeBourgeois MK (2006) Actigraphy. Respir Care Clin N Am 12(1):23-30, viii
5. Ancoli-Israel S, Cole R, Alessi C, Chambers M, Moorcroft W, Pollak CP (2003) The role of actigraphy in the study of sleep and circadian rhythms. Sleep 26:342-392
6. Morgenthaler T, Alessi C, Friedman L, Owens J, Kapur V, Boehlecke B, Brown T, Chesson A, Coleman J, Lee-Chiong T, Pancer J, Swick TJ (2007) Practice parameters for the use of actigraphy in the assessment of sleep and sleep disorders: an update for 2007. Sleep 30:519-529
7. Iber C, Ancoli-Israel S, Chesson AL Jr, Quan SF (2007) The AASM manual for the scoring of sleep and associated events: rules, terminology, and technical specifications. American Academy of Sleep Medicine, Westchester
8. Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307-310
9. de Souza L, Benedito-Silva AA, Nogueira Pires ML, Poyares D, Tufik S, Calil HM (2003) Further validation of actigraphy for sleep studies. Sleep 26:81-85
10. Chae KY, Kripke DF, Poceta JS, Shadan F, Jamil SM, Cronin JW, Kline LE (2009) Evaluation of immobility time for sleep latency in actigraphy. Sleep Med 10:621-625
11. Kim MJ, Lee GH, Kim CS, Kim WS, Chung YS, Chung S, Lee SA (2012) Comparison of three actigraphic algorithms used to evaluate sleep in patients with obstructive sleep apnea. Sleep Breath. doi:10.1007/s11325-012-0689-z
12. Paquet J, Kawinska A, Carrier J (2007) Wake detection capacity of actigraphy during sleep. Sleep 30:1362-1369
13. Kripke DF, Hahn EK, Grizas AP, Wadiak KH, Loving RT, Poceta JS, Shadan FF, Cronin JW, Kline LE (2010) Wrist actigraphic scoring for sleep laboratory patients: algorithm development. J Sleep Res 19(4):612-619
14. Montgomery-Downs HE, Insana SP, Bond JA (2011) Movement toward a novel activity monitoring device. Sleep Breath. doi:10.1007/s11325-011-0585-y
15. Kripke DF, Mullaney DJ, Messin S, Wyborney VG (1978) Wrist actigraphic measures of sleep and rhythms. Electroencephalogr Clin Neurophysiol 44:674-676
16. Mullaney DJ, Kripke DF, Messin S (1980) Wrist-actigraphic estimation of sleep time. Sleep 3:83-92
17. Sadeh A, Hauri PJ, Kripke DF, Lavie P (1995) The role of actigraphy in the evaluation of sleep disorders. Sleep 18:288-302
18. Kushida CA, Chang A, Gadkary C, Guilleminault C, Carrillo O, Dement WC (2001) Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients. Sleep Med 2:389-396
19. Reyner A, Horne JA (1995) Gender-related and age-related differences in sleep determined by home-recorded sleep logs and actimetry from 400 adults. Sleep 18(2):127-134