Activity-based sleep-wake identification in infants

Physiological Measurement

Volumn 25, Issue 5, 2004, Pages 1291-1304

  Sazonov, Edward ^a   Sazonova, Nadezhda ^b   Schuckers, Stephanie ^a   Neuman, Michael ^c  

^a Clarkson University   (United States)

^b WEST VIRGINIA UNIVERSITY   (United States)

^c Michigan Technological University   (United States)

Author keywords

Actigraphy; Logistic regression; Neural networks; Polysomnography; Sleep wake identification

Indexed keywords

DISCRIMINANT ANALYSIS; NEURAL NETWORKS; PATIENT MONITORING; REGRESSION ANALYSIS; SLEEP RESEARCH; WAKES;

ACTIGRAPHY; ACTIVITY-BASED; HIGH-ACCURACY; LOGISTICS REGRESSIONS; MOTION SENSORS; NEURAL-NETWORKS; POLYSOMNOGRAPHS; POLYSOMNOGRAPHY; SLEEP-WAKE IDENTIFICATION; SLEEP/WAKE;

ACCELEROMETERS;

ACCELEROMETER; ACCURACY; ACTIMETRY; ARTICLE; ARTIFICIAL NEURAL NETWORK; CARDIOPULMONARY HEMODYNAMICS; CHILD BEHAVIOR; CONTROLLED STUDY; DATA ANALYSIS; DISCRIMINANT ANALYSIS; ELECTROENCEPHALOGRAPHY; HUMAN; INFANT; INTERMETHOD COMPARISON; LOGISTIC REGRESSION ANALYSIS; NONLINEAR SYSTEM; POLYSOMNOGRAPHY; PREDICTION; PRIORITY JOURNAL; QUALITATIVE ANALYSIS; SCORING SYSTEM; SENSITIVITY ANALYSIS; SLEEP PATTERN; SLEEP WAKING CYCLE; VALIDATION PROCESS;

EID: 7044286261     PISSN: 09673334     EISSN: None     Source Type: Journal    
DOI: 10.1088/0967-3334/25/5/018     Document Type: Article

References (29)

1. Acebo C, Sadeh A, Seifer R, Tzischinsky O, Wolfson A R, Hafer A and Carskadon M A 1999 Estimating sleep patterns with activity monitoring in children and adolescence: how many nights are necessary for reliable measures? Sleep 22 95-103
2. Ancoli I S, Clopton P, Klauber M R, Fell R and Mason W 1997 Use of wrist activity for monitoring sleep/wake in demented nursing-home patients Sleep 20 24-7
3. Ancoli I S, Cole R, Alessi C, Chambers M. Moorcroftm W and Pollak C P 2003 The role of actigraphy in the study of sleep and circadian rhythms Sleep 26 342-92
4. Anders T, Emde R and Parmelee A H 1971 A Manual of Standardized Terminology, Techniques, and Criteria for Scoring of States of Sleep and Wakefulness in Newborn Infants (Los Angeles, CA: UCLA Brain Information Services, NINDS Neurological Information Network)
5. Blood M L, Sacks R L, Percy D C and Pen J C 1997 A comparison of sleep detection by wrist actigraphy, behavioral response, and polysomnography Sleep 20 388-95
6. Cole R J, Kripke D F, Gruen W, Mullaney D J and Gillin J C 1992 Automatic sleep/wake identification from wrist actigraphy Sleep 15 461-9
7. Crowell D H et al 1997 Infant polysomnography: reliability. Collaborative Home Infant Monitoring Evaluation (CHIME) Steering Committee Sleep 20 553-60
8. Gertner S, Greenbaum C W, Sadeh A, Dolfin Z and Sirota L 2002 Sleep-wake patterns in preterm infants and six month's home environment: implication for early mental development Early Hum. Dev. 68 93-102
9. Gruber R, Sadeh A and Raviv A 2000 Instability of sleep patterns in children with attention deficit/hyperactivity disorder J. Am. Acad. Child Adolesc. Psychiatry 39 495-501
10. Kohonen T 1995, 1997, 2001 Self-Organizing Maps 3rd extended edn (Berlin: Springer) 501 pp
11. Kohonen T, Hynninen J, Kangas J, Laaksonen J and Torkkola K 1995 LVQ PAK: The Learning Vector Quantization Program Package Laboratory of Computer and Information Science, Helsinki University of Technology, Finland
12. Kulp T D, Corwin M J, Brooks L J, Peucker M, Fabrikant G, Crowell D H and Hoppenbrouwers T 2000 The effect of epoch length and smoothing on infant sleep and waking state architecture for term infants at 42 to 46 weeks postconceptional age. Sleep 23 893-9
13. Leitner Y, Mimouni-Bloch A, Sadeh A, Tikotzky L, Neuderfer O and Harel S 2002 Sleep-wake patterns in children with intrauterine growth retardation (IUGR) J. Child Neurol. 17 872-6
14. Lohr S 1998 Sampling: Design and Analysis 1st edn (Pacific Grove, CA: Brooks Cole) 450 pp
15. Menard S 2001 Applied Logistic Regression Analysis (Sage Publications. Series: 106; Quantitative Applications in the Social Sciences) 2nd edn 112 pp
16. Neuman M R et al (the CHIME Study Group) 2001 Cardiopulmonary monitoring at home: the CHIME monitor Physiol. Meas. 22 267-86
17. Ramanathan R et al (the Collaborative Home Infant Monitoring Evaluation (CHIME) Study Group) 2001 Cardiorespiratory events recorded on home monitors: Comparison of healthy infants with those at increased risk for SIDS JAMA 285 2199-207
18. Sadeh A 1996 Evaluating night wakings in sleep-disturbed infants: a methodological study of parental reports and actigraphy Sleep 19 757-62
19. Sadeh A and Acebo C 2002 The role of actigraphy in sleep medicine Sleep Med. Rev. 6 113-24
20. Sadeh A, Acebo C, Seifer R, Aytur S and Carskadon M A 1995 Activity-based assessment of sleep-wake patterns during the 1st year of life Infant Beh. Dev. 18 329-37
21. Sadeh A, Gruber R and Raviv A 2002 Sleep, neurobehavioral functioning and behavior problems in school-age children Child Dev. 73 405-17
22. Sadeh A, Levie P, Scher A, Tirosh E and Epstein R 1991 Actigraphic home-monitoring sleep-disturbed and control infants and young children: a new method for pediatric assessment of sleep-wake patterns Pediatrics 87 494-9
23. Sadeh A, Raviv A and Gruber R 2000 Sleep patterns and sleep disruptions in school-age children Dev. Psychol. 36 291-301
24. Sadeh A, Sharkey K and Carskadon M 1994 Activity-based sleep-wake identification: an empirical test of methodological issues Sleep 17 201-7
25. Shinkoda H, Matsumoto K, Hamasaki J, Seo Y J, Park Y M and Park K P 1998 Evaluation of human activities and sleep-wake identification using wrist actigraphy Psychiatry Clin. Neurosci 52 157-9
26. Tikotzky L and Sadeh A 2001 Sleep patterns and sleep disruptions in kindergarten children J. Clin. Child Psychol. 30 579-89
27. Venables W N 2002 Modern Applied Statistics with S-PLUS 4th edn (Berlin: Springer) pp 495
28. Wicklow A and Espie C A 2000 Intrusive thoughts and their relationship to actigraphic measurement of sleep: towards a cognitive model of insomnia Behav. Res. Ther. 38 679-93
29. Xueyan X 2002 Prediction of life-threatening events in infants using heart rate variability measurements PhD dissertation West Virginia University.