Misclassification of OSA severity with automated scoring of home sleep recordings

Chest

Volumn 147, Issue 3, 2015, Pages 719-727

  Aurora, R Nisha ^a   Swartz, Rachel ^a   Punjabi, Naresh M ^a  

^a JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

OXYGEN; OXYHEMOGLOBIN;

ADULT; AGED; APNEA HYPOPNEA INDEX; ARTICLE; BREATHING FREQUENCY MONITOR; BREATHING MECHANICS; CORRELATION ANALYSIS; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DISEASE CLASSIFICATION; DISEASE SEVERITY; FEMALE; HOME SLEEP TESTING; HOME USE APNEA MONITOR; HUMAN; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; MALE; OXYGEN DESATURATION; PRIORITY JOURNAL; PULSE OXIMETRY; SCORING SYSTEM; SLEEP DISORDER ASSESSMENT; SLEEP DISORDERED BREATHING; VERY ELDERLY; ALGORITHM; AMBULATORY MONITORING; CLASSIFICATION; COHORT ANALYSIS; COMPARATIVE STUDY; DEVICES; METABOLISM; METHODOLOGY; MIDDLE AGED; POLYSOMNOGRAPHY; PROCEDURES; SEVERITY OF ILLNESS INDEX; SLEEP APNEA, OBSTRUCTIVE;

ADULT; AGED; ALGORITHMS; COHORT STUDIES; FEMALE; HUMANS; MALE; MIDDLE AGED; MONITORING, AMBULATORY; OXYGEN; POLYSOMNOGRAPHY; RESEARCH DESIGN; SEVERITY OF ILLNESS INDEX; SLEEP APNEA, OBSTRUCTIVE;

EID: 84924871400     PISSN: 00123692     EISSN: 19313543     Source Type: Journal    
DOI: 10.1378/chest.14-0929     Document Type: Article

References (29)

1. Punjabi NM. The epidemiology of adult obstructive sleep apnea. Proc Am Thorac Soc. 2008;5(2):136-143.
2. Stradling JR, Davies RJ. Sleep. 1: obstructive sleep apnoea/hypopnoea syndrome: definitions, epidemiology, and natural history. Thorax. 2004;59(1):73-78.
3. Young T, Peppard PE, Gottlieb DJ. Epidemiology of obstructive sleep apnea: a population health perspective. Am J Respir Crit Care Med. 2002;165(9):1217-1239.
4. Gibson GJ. Obstructive sleep apnoea syndrome: underestimated and undertreated. Br Med Bull. 2004;72(1):49-65.
5. Young T, Evans L, Finn L, Palta M. Estimation of the clinically diagnosed proportion of sleep apnea syndrome in middle-aged men and women. Sleep. 1997;20(9):705-706.
6. Gharibeh T, Mehra R. Obstructive sleep apnea syndrome: natural history, diagnosis, and emerging treatment options. Nat Sci Sleep. 2010;2010(2):233-255.
7. Decision memo for sleep testing for obstructive sleep apnea (OSA) (CAG-00405N). Centers for Medicare & Medicaid Services website. https://www.cms.gov/Regulations-and-Guidance/Guidance/Transmittals/downloads/R86NCD.pdf. Accessed December 15, 2014.
8. Collop NA, Anderson WM, Boehlecke B, et al Portable Monitoring Task Force of the American Academy of Sleep Medicine. Clinical guidelines for the use of unattended portable monitors in the diagnosis of obstructive sleep apnea in adult patients. J Clin Sleep Med. 2007;3(7):737-747.
9. Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;327(8476):307-310.
10. El Shayeb M, Topfer LA, Stafinski T, Pawluk L, Menon D. Diagnostic accuracy of level 3 portable sleep tests versus level 1 polysomnography for sleep-disordered breathing: a systematic review and meta-analysis. CMAJ. 2014;186(1):E25-E51.
11. Calleja JM, Esnaola S, Rubio R, Durán J. Comparison of a cardiorespiratory device versus polysomnography for diagnosis of sleep apnoea. Eur Respir J. 2002;20(6):1505-1510.
12. Carrasco O, Montserrat JM, Lloberes P, et al. Visual and different automatic scoring profiles of respiratory variables in the diagnosis of sleep apnoea-hypopnoea syndrome. Eur Respir J. 1996;9(1):125-130.
13. Dingli K, Coleman EL, Vennelle M, et al. Evaluation of a portable device for diagnosing the sleep apnoea/hypopnoea syndrome. Eur Respir J. 2003;21(2):253-259.
14. Fietze I, Glos M, Röttig J, Witt C. Automated analysis of data is inferior to visual analysis of ambulatory sleep apnea monitoring. Respiration. 2002;69(3):235-241.
15. Masa JF, Corral J, Pereira R, et al Spanish Sleep Group. Effectiveness of sequential automatic-manual home respiratory polygraphy scoring. Eur Respir J. 2013;41(4):879-887.
16. Zucconi M, Ferini-Strambi L, Castronovo V, Oldani A, Smirne S. An unattended device for sleep-related breathing disorders: validation study in suspected obstructive sleep apnoea syndrome. Eur Respir J. 1996;9(6):1251-1256.
17. BaHammam AS, Sharif M, Gacuan DE, George S. Evaluation of the accuracy of manual and automatic scoring of a single airflow channel in patients with a high probability of obstructive sleep apnea. Med Sci Monit. 2011;17(2):MT13-MT19.
18. Chen H, Lowe AA, Bai Y, Hamilton P, Fleetham JA, Almeida FR. Evaluation of a portable recording device (ApneaLink) for case selection of obstructive sleep apnea. Sleep Breath. 2009;13(3):213-219.
19. Crowley KE, Rajaratnam SM, Shea SA, Epstein LJ, Czeisler CA, Lockley SW; Harvard Work Hours, Health and Safety Group. Evaluation of a single-channel nasal pressure device to assess obstructive sleep apnea risk in laboratory and home environments. J Clin Sleep Med. 2013;9(2):109-116.
20. Esnaola S, Durán J, Infante-Rivard C, Rubio R, Fernández A. Diagnostic accuracy of a portable recording device (MESAM IV) in suspected obstructive sleep apnoea. Eur Respir J. 1996;9(12):2597-2605.
21. Koziej M, Cieślicki JK, Gorzelak K, Sliwiński P, Zieliński J. Hand-scoring of MESAM 4 recordings is more accurate than automatic analysis in screening for obstructive sleep apnoea. Eur Respir J. 1994;7(10):1771-1775.
22. Nigro CA, Dibur E, Aimaretti S, González S, Rhodius E. Comparison of the automatic analysis versus the manual scoring from ApneaLink™ device for the diagnosis of obstructive sleep apnoea syndrome. Sleep Breath. 2011;15(4):679-686.
23. Oktay B, Rice TB, Atwood CW Jr, et al. Evaluation of a single-channel portable monitor for the diagnosis of obstructive sleep apnea. J Clin Sleep Med. 2011;7(4):384-390.
24. Redline S, Budhiraja R, Kapur V, et al. The scoring of respiratory events in sleep: reliability and validity. J Clin Sleep Med. 2007;3(2):169-200.
25. Mold JW, Quattlebaum C, Schinnerer E, Boeckman L, Orr W, Hollabaugh K. Identification by primary care clinicians of patients with obstructive sleep apnea: a practice-based research network (PBRN) study. J Am Board Fam Med. 2011;24(2):138-145.
26. Estes NA III. Computerized interpretation of ECGs: supplement not a substitute. Circ Arrhythm Electrophysiol. 2013;6(1):2-4.
27. Garg A, Lehmann MH. Prolonged QT interval diagnosis suppression by a widely used computerized ECG analysis system. Circ Arrhythm Electrophysiol. 2013;6(1):76-83.
28. Geddes DM, Green M, Emerson PA. Comparison of reports on lung function tests made by chest physicians with those made by a simple computer program. Thorax. 1978;33(2):257-260.
29. Shiraishi J, Li Q, Appelbaum D, Doi K. Computer-aided diagnosis and artificial intelligence in clinical imaging. Semin Nucl Med. 2011;41(6):449-462.