Obstructive sleep apnea screening by integrating snore feature classes

Physiological Measurement

Volumn 34, Issue 2, 2013, Pages 99-121

  Abeyratne, U R ^a   De Silva, S ^a   Hukins, C ^b   Duce, B ^b  

^a UNIVERSITY OF QUEENSLAND   (Australia)

^b PRINCESS ALEXANDRA HOSPITAL   (Australia)

Author keywords

community screening; obstructive sleep apnea; snoring

Indexed keywords

DIAGNOSIS;

APNEA SCREENING; COMMUNITY SCREENING; CURRENT REFERENCE; OBSTRUCTIVE SLEEP APNEA; POLYSOMNOGRAPHY; REFERENCE STANDARD; SLEEP APNOEA DIAGNOSIS; SLEEP DISORDERS; SNORE SOUNDS; SNORING;

SLEEP RESEARCH;

EID: 84873397150     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/34/2/99     Document Type: Article

References (35)

1. Abeyratne U R 1999 Blind reconstruction of non-minimum phase systems from 1-D oblique slices of the bispectrum IEEE Proc. Vis. Image Signal Process. 146 253-64 (Pubitemid 30534105)
2. Abeyratne U R, Karunajeewa A S and Hukins C 2007 Mixed-phase modeling in snore sound analysis Med. Biol. Eng. Comput. 45 791-806 (Pubitemid 47202538)
3. Abeyratne U R, Patabandi C K K and Puvanendran K 2001 Pitch-jitter analysis snoring signals in the diagnosis of obstructive sleep apnea IEEE EMBC: Proc. 23rd Annu. Int. Conf. IEEE Engineering in Medicine and Biology Society (Istanbul, Turkey,) pp 2072-5 (Pubitemid 35389036)
4. Abeyratne U R, Wakwella A S and Hukins C 2005 Pitch jump probability measure for the analysis of snoring sound in apnea Physiol. Meas. 26 779-98 (Pubitemid 41140796)
5. ASDA (The Sleep Disorders Atlas Task Force of the American Sleep Disorders Association) 1992 EEG arousals: scoring rules and examples Sleep 15 173-84
6. ASDA (The Sleep Disorders Atlas Task Force of the American Sleep Disorders Association) 1993 Recording and scoring leg movements Sleep 16 748-59
7. Baldwin C M, Bell I R, Guerra S and Quan S F 2005 Obstructive sleep apnea and ischemic heart disease in southwestern US veterans: implications for clinical practice Sleep Breath 9 111-8 (Pubitemid 44193441)
8. Baldwin C M, Griffitch K A, Nieto F J, O'Connor G T, Walsleben J A and Redline S 2001 The association of sleep-disordered breathing and sleep symptoms with quality of life in the sleep heart health study Sleep 24 96-105 (Pubitemid 32096739)
9. Bar A, Pillar G, Dvir I, Sheffy J, Schnall R P and Lavie P 2003 Evaluation of a portable devise based on peripheral arterial tone for unattended home sleep studies Chest 123 695-703 (Pubitemid 36315480)
10. Cavusoglu M, Ciloglu T, Serinagaoglu Y, Kamasak M, Erogul O and Akcam T 2008 Investigation of sequential properties of snoring episodes for obstructive sleep apnea identification Physiol. Meas. 29 879-98
11. Davies R J, Ali N J and Stradling J R 1992 Neck circumference and other clinical features in the diagnosis of the obstructive sleep apnoea syndrome Thorax 47 101-5
12. Davis S and Merlmestein P 1980 Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences IEEE Trans. Acoust. Speech Signal Process. 28 357-66 (Pubitemid 11464930)
13. de Silva S, Abeyratne U R and Hukins C 2011 A Method to screen obstructive sleep apnea using multi-variable non-intrusive measurements Physiol. Meas. 32 445-65
14. Dwyer A J 1996 In pursuit of a piece of the ROC Radiology 201 621-25
15. Emoto T, Abeyratne U R, Akutagawa M, Konaka S and Kinouchi Y 2011 High frequency region of the snore spectra carry important information on the disease of sleep apnea J. Med. Eng. Technol. 35 425-31
16. Epstein E, Skoog L, Isberg P, De Smet F, De Moor B, Olofsson P, Gudmundsson S and Valentin L 2002 An algorithm including results of gray scale and power Doppler ultrasound examination to predict endometrial malignancy in women with postmenopausal bleeding Ultrasound Obstet. Gynecol. 20 370-76 (Pubitemid 35253735)
17. Fiz J A, Abad J, Jane R, Riera M, Mannanas M A, Caminal P, Rodenstein D and Morera J 1996 Acoustic analysis of snoring in patients with simple snoring and obstructive sleep apnea Eur. Respir. J. 9 2365-70 (Pubitemid 26366669)
18. Flemons W W et al American Academy of Sleep Medicine Task Force 1999 Sleep related breathing disorders in adults: recommendations for syndrome definition and measurement techniques in clinical research Sleep 22 667-89 (Pubitemid 29379124)
19. Ghaemmaghami H, Abeyratne U R and Hukins C 2009 Normal probability testing for snore signals for diagnosis of obstructive sleep apnea Proc. IEEE Conf. on Eng Med. Biol. Soc. (USA, 3-6 Sep.) pp 5551-4
20. Indu A and David M R 2003 The upper airway in sleep: physiology of the pharynx Sleep Med. Rev. 7 9-33 (Pubitemid 36188304)
21. Karunajeewa A S, Abeyratne U R and Hukins C 2008 Silence-breathing-snore classification from snore related sounds Physiol. Meas. 29 227-43 (Pubitemid 351229639)
22. Karunajeewa A S, Abeyratne U R and Hukins C 2011 Multi-feature snore sound analysis in obstructive sleep apnea-hypopnea syndrome Physiol. Meas. 32 83-97
23. Lee T H, Abeyratne U R, Puvanendran K and Goh K L 2000 Formant-structure and phase-coupling analysis of human snoring sounds for the detection of obstructive sleep apnea Computer Methods in Biomechanics and Biomedical Engineering: 3 ed J Middletion, M L Jones and G N Pande (Amsterdam: Gordon and Breach)
24. Malhotra A and White D P 2002 Obstructive sleep apnoea Lancet 360 237-45 (Pubitemid 34804656)
25. Max A L et al 2007 Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection Biomed. Eng. Online 6 23 (Pubitemid 47079549)
26. Metz C E 1978 Basic principles of ROC analysis Semin. Nucl. Med. 8 283-98 (Pubitemid 9075026)
27. Mortimore I L et al 1998 Neck and total body fat deposition in non-obese and obese patients with sleep apnea compared with that in control subjects Am. J. Respir. Crit. Care Med. 157 280-83 (Pubitemid 28071293)
28. Ng A K, Koh T S, Baey E, Lee T H, Abeyratne U R and Puvendran K 2008 Could formant frequencies of snore sound be an alternative means for the diagnosis of obstructive sleep apnea? Sleep Med. 9 894-98
29. Perez-Padilla J R, Slawinski E, Difrancesco L M, Feige R R, Remmers J E and Whitelaw W A 1993 Characteristics of the snoring noise in patients with and without occlusive sleep-apnea Am. Rev. Respir. Dis. 147 635-44 (Pubitemid 23072654)
30. Rechtchaffen A and Kales A 1968 A manual of standardized terminology: techniques and scoring system for sleep stages of human subjects
31. Shama K, Krishna A and Cholayya N U 2007 Study of harmonics-to-noise ratio and critical-band energy spectrum of speech as acoustic indicators of laryngeal and voice pathology EURASIP J. Adv. Signal Process 2007
32. Soler J S, Jane R, Fiz J A and Morera J 2007 Automatic classification of subjects with and without sleep apnea through snoring analysis Proc. 29th IEEE Conf. on Engineering in Medicine and Biology Society (Lyon, France, 23-26 Aug.) pp 6093-6
33. Steven C B, Halbert W and Beatrice A G 2001 Logistic regression in the medical literature: standards for use and reporting, with particular attention to one medical domain J. Clin. Epidemiol. 54 979-85
34. Timmerman D et al 2005 Logistic regression model to distinguish between the benign and malignant adnexal mass before surgery: a multicenter study by the international ovarian tumor analysis group J. Clin. Oncol. 23 8794-801 (Pubitemid 46211525)
35. Young T, Evans L, Finn L and Palta M 1997 Estimation of the clinically diagnosed proportion of sleep apnea syndrome in middle aged men and women Sleep 20 705-6 (Pubitemid 27506200)