Automatic identification of activity-rest periods based on actigraphy

Medical and Biological Engineering and Computing

Volumn 50, Issue 4, 2012, Pages 329-340

  Crespo, Cristina ^a   Aboy, Mateo ^a   Fernández, Joé Ramón ^b   Mojón, Artemio ^b  

^a OREGON INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF VIGO   (Spain)

Author keywords

Actigraphy; Actigraphy algorithms; Activity rest identification; Arterial blood pressure; Cardiovascular risk

Indexed keywords

ACTIGRAPHY; ARTERIAL BLOOD PRESSURE; AUTOMATIC IDENTIFICATION; AVERAGE NUMBERS; BLOOD-PRESSURE MONITORING; CARDIOVASCULAR RISK; DECISION LOGIC; MORPHOLOGICAL PROCESSING; NOVEL ALGORITHM; RANK-ORDER FILTERS;

ALGORITHMS; AUTOMATION; BLOOD PRESSURE;

PATIENT MONITORING;

ACTIMETRY; ADULT; ALGORITHM; ARTICLE; BLOOD PRESSURE; BLOOD PRESSURE MONITORING; EVALUATION; HUMAN; METHODOLOGY; MOTOR ACTIVITY; PHYSIOLOGY; REST; RISK ASSESSMENT; SIGNAL PROCESSING;

ACTIGRAPHY; ALGORITHMS; BLOOD PRESSURE; BLOOD PRESSURE MONITORING, AMBULATORY; HUMANS; MOTOR ACTIVITY; REST; RISK ASSESSMENT; SIGNAL PROCESSING, COMPUTER-ASSISTED; YOUNG ADULT;

EID: 84861438291     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-012-0875-y     Document Type: Article

References (28)

1. 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 (Pubitemid 39610685)
2. Blood ML, Sack RL, Percy DC, Pen JC (1997) A comparison of sleep detection by wrist actigraphy, behavioral response, and polysomnography. Sleep 20: 388-395 (Pubitemid 27387898)
3. Boggia J, Li Y, Thijs L, Hansen TW, Kikuya M, Bjorklund-Bodegsrd K, Richart T, Ohkubo T, Kuznetsova T, Torp-Pedersen C et al (2007) Prognostic accuracy of day versus night ambulatory blood pressure: a cohort study. Lancet 370: 1219-1229 (Pubitemid 47503300)
4. Cole RJ, Kripke DF, Gruen W, Mullaney DJ, Gillin JC (1992) Automatic sleep/wake identification from wrist actigraphy Sleep 15: 461-469
5. Cuspidi C, Macca G, Sampieri L, Fusi V, Severgnini B, Michev I, Salerno M, Magrini F, Zanchetti A (2001) Target organ damage and non-dipping pattern defined by two sessions of ambulatory blood pressure monitoring in recently diagnosed essential hypertensive patients. J Hypertens 19: 1539-1545 (Pubitemid 32783770)
6. Cuspidi C, Meani S, Salerno M, Valerio C, Fusi V, Severgnini B, Lonati L, Magrini F, Zanchetti A (2004) Cardiovascular target organ damage in essential hypertensives with or without reproducible nocturnal fall in blood pressure. J Hypertens 22: 273-280 (Pubitemid 38250985)
7. Cuspidi C, Michev I, Meani S, Severgnini B, Fusi V, Corti C, Salerno M, Valerio C, Magrini F, Zanchetti A (2003) Reduced nocturnal fall in blood pressure, assessed by two ambulatory blood pressure monitorings and cardiac alterations in early phases of untreated essential hypertension. J Hum Hypertens 17: 245-251 (Pubitemid 36592016)
8. Dolan E, Stanton A, Thijs L, Hinedi K, Atkins N, McClory S, Hond ED, McCormack P, Staessen JA, O'Brien E (2005) Superiority of ambulatory over clinic blood pressure measurement in predicting mortality: the Dublin outcome study. Hypertension 46: 156-161 (Pubitemid 40946507)
9. Hermida RC (2007) Ambulatory blood pressure monitoring in the prediction of cardiovascular events and effects of chronotherapy: rationale and design of the MAPEC study. Chronobiol Int 24: 749-775 (Pubitemid 47263103)
10. Hermida RC, Chayán L, Ayala DE, Mojón A, Domfnguez MJ, Fontao MJ, Soler R, Alonso I, Fernßndez JR (2009) Association of metabolic syndrome and blood pressure nondipping profile in untreated hypertension. Am J Hypertens 22: 307-313
11. Hilten JJV, Middelkoop HA, Kuiper SI, Kramer CG, Roos RA (1993) Where to record motor activity: an evaluation of commonly used sites of placement for activity monitors. Electroencephalogr Clin Neurophysiol 89: 359-362 (Pubitemid 23304096)
12. Hyde M, O'Driscoll DM, Binette S, Galang C, Tan SK, Verginis N, Davey MJ, Horne RSC (2007) Validation of actigraphy for determining sleep and wake in children with sleep disordered breathing. J Sleep Res 16: 213-216 (Pubitemid 46850091)
13. Jones SH, Hare DJ, Evershed K (2005) Actigraphic assessment of circadian activity and sleep patterns in bipolar disorder. Bipolar Disord 7: 176-186 (Pubitemid 40439478)
14. Karlen W, Mattiussi C, Floreano D (2008) Improving actigraph sleep/wake classification with cardio-respiratory signals. Conf Proc IEEE Eng Med Biol Soc 2008: 5262-5265
15. Krakoff LR (1993) Ambulatory blood pressure monitoring can improve cost-effective management of hypertension. Am J Hypertens 6: 220-223
16. Krouse HJ, Yarandi H, McIntosh J, Cowen C, Selim V (2008) Assessing sleep quality and daytime wakefulness in asthma using wrist actigraphy. J Asthma 45: 389-395 (Pubitemid 351882725)
17. Lee JK, Park EJ (2011) 3D spinal motion analysis during staircase walking using an ambulatory inertial and magnetic sensing system. Med Biol Eng Comput 49: 755-763
18. Lee JK, Park EJ (2011) Quasi real-time gait event detection using shank-attached gyroscopes. Med Biol Eng Comput 49: 707-712
19. Liu M, Takahashi H, Morita Y, Maruyama S, Mizuno M, Yuzawa Y, Watanabe M, Toriyama T, Kawahara H, Matsuo S (2003) Non-dipping is a potent predictor of cardiovascular mortality and is associated with autonomic dysfunction in haemodialysis patients. Nephrol Dial Transplant 18: 563-569 (Pubitemid 36305663)
20. Lockley SW, Skene DJ, Arendt J (1999) Comparison between subjective and actigraphic measurement of sleep and sleep rhythms. J Sleep Res 8: 175-183 (Pubitemid 29433608)
21. Morgenthaler T, Alessi C, Friedman L, Owens J, Kapur V, Boehlecke B, Brown T, Chesson A, Coleman J, Lee-Chiong T et al (2007) Practice parameters for the use of actigraphy in the assessment of sleep and sleep disorders: an update for 2007. Sleep 30: 519-529 (Pubitemid 46668710)
22. Ohinata J, Suzuki N, Araki A, Takahashi S, Fujieda K, Tanaka H (2008) Actigraphic assessment of sleep disorders in children with chronic fatigue syndrome. Brain Dev 30: 329-333 (Pubitemid 351491555)
23. Sadeh A, Acebo C (2002) The role of actigraphy in sleep medicine. Sleep Med Rev 6: 113-123
24. Sadeh A, Hauri PJ, Kripke DF, Lavie P (1995) The role of actigraphy in the evaluation of sleep disorders. Sleep 18: 288-302
25. Sadeh A, Sharkey KM, Carskadon MA (1994) Activity-based sleep-wake identification: an empirical test of methodological issues. Sleep 17: 201-207 (Pubitemid 24174450)
26. Schepers HM, Roetenberg D, Veltink PH (2010) Ambulatory human motion tracking by fusion of inertial and magnetic sensing with adaptive actuation. Med Biol Eng Comput 48: 27-37
27. Tonetti L, Pasquini F, Fabbri M, Belluzzi M, Natale V (2008) Comparison of two different actigraphs with polysomnography in healthy young subjects. Chronobiol Int 25: 145-153 (Pubitemid 351300160)
28. ValliFres A, Morin CM (2003) Actigraphy in the assessment of insomnia. Sleep 26: 902-906 (Pubitemid 39610639)