MONITORING OF BREATHING PHASES USING A BIOACOUSTIC METHOD IN HEALTHY AWAKE SUBJECTS

被引:12
作者
Alshaer, Hisham [4 ,5 ]
Fernie, Geoffrey R.
Bradley, T. Douglas [1 ,2 ,3 ]
机构
[1] Univ Toronto, Ctr Sleep Med & Circadian Biol, Toronto, ON, Canada
[2] Univ Hlth Network, Toronto Gen Hosp, Dept Med, Toronto, ON, Canada
[3] Toronto Rehabil Inst, Sleep Res Lab, Toronto, ON M5G 2C4, Canada
[4] Toronto Rehabil Inst, Sleep Res Lab, Toronto, ON M5G 2A2, Canada
[5] Univ Toronto, Inst Biomat & Biomed Engn, Toronto, ON, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院; 加拿大创新基金会;
关键词
respiratory monitoring; breathing phases; acoustic analysis; frequency spectra; RESPIRATORY INDUCTIVE PLETHYSMOGRAPHY; CLASSIFICATION; VALIDATION; SOUNDS; APNEA; CARE;
D O I
10.1007/s10877-011-9307-z
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Objective. To test the ability of a microphone recording system, located distal to the respiratory outflow tract, to track the timing of the inspiratory and expiratory phases of breathing in awake healthy subjects. Methods. Fifteen subjects participated. Breath sounds were recorded using a microphone embedded in a face frame in a fixed location in relation to the nostrils and mouth, while simultaneously recording respiratory movements by respiratory inductance plethysmography (RIP). Subjects were studied while supine and were instructed to breathe normally for 2 min: through their noses only (nasal breathing), during the first min, and through their mouths only (oral breathing) during the second min. Five subjects (test group) were chosen randomly to extract features from their acoustic data. Ten breaths (5 nasal and 5 oral breaths) from each subject were studied. Inspiratory and expiratory segments of breath sounds were determined and extracted from the acoustic data by comparing it to the RIP trace. Subsequently, the frequency spectrum of each phase was then determined. Spectral variables derived from the 5 test subjects were applied prospectively to detect breathing phases in the remaining 10 subjects (validation group). Results. Test group data showed that the mean of all inspiratory spectra peaked between 30 and 270 Hz, flattened between 300 and 1,100 Hz, and peaked again with a center frequency of 1,400 Hz. The expiratory spectra peaked between 30 and 180 Hz and its power dropped off exponentially after that. Accordingly, the bands ratio (BR) of frequency magnitudes between 500 and 2500 Hz to frequency magnitudes between 0 and 500 Hz was chosen as a feature to distinguish between breathing phases. BR for the mean inspiratory spectrum was 2.27 and for the mean expiratory spectrum was 0.15. The route of breathing did not affect the BR ratio within the same phase. When this BR was applied to 436 breathing phases in the validation group, 424 (97%) were correctly identified (Kappa = 0.96, P< 0.001) indicating strong agreement between the acoustic method and the RIP. Conclusion. Frequency spectra of breathing sounds recorded from a face-frame, reliably identified the inspiratory and expiratory phases of breathing. This technique may have various applications for respiratory monitoring and analysis.
引用
收藏
页码:285 / 294
页数:10
相关论文
共 34 条
[1]   Pitch jump probability measures for the analysis of snoring sounds in apnea [J].
Abeyratne, UR ;
Wakwella, AS ;
Hukins, C .
PHYSIOLOGICAL MEASUREMENT, 2005, 26 (05) :779-798
[2]  
ALSHAER H, 2011, IEEE INT C AC SPEECH
[3]  
ALSHAER H, 2009, SCI TECHN HUM TIC ST
[4]   Phase tracking of the breathing cycle in sleeping subjects by frequency analysis of acoustic data [J].
Alshaer, Hisham ;
Fernie, Geoffrey R. ;
Bradley, T. Douglas .
INTERNATIONAL JOURNAL OF HEALTHCARE TECHNOLOGY AND MANAGEMENT, 2010, 11 (03) :163-175
[5]   Adverse anesthetic outcomes arising from gas delivery equipment - A closed claims analysis [J].
Caplan, RA ;
Vistica, MF ;
Posner, KL ;
Cheney, FW .
ANESTHESIOLOGY, 1997, 87 (04) :741-748
[6]   RELIABILITY OF RESPIRATORY INDUCTIVE PLETHYSMOGRAPHY FOR MEASURING TIDAL VOLUME DURING EXERCISE [J].
CARETTI, DM ;
PULLEN, PV ;
PREMO, LA ;
KUHLMANN, WD .
AMERICAN INDUSTRIAL HYGIENE ASSOCIATION JOURNAL, 1994, 55 (10) :918-923
[7]   Acoustic analysis of snoring sound in patients with simple snoring and obstructive sleep apnoea [J].
Fiz, JA ;
Abad, J ;
Jane, R ;
Riera, M ;
Mananas, MA ;
Caminal, P ;
Rodenstein, D ;
Morera, J .
EUROPEAN RESPIRATORY JOURNAL, 1996, 9 (11) :2365-2370
[8]  
Fiz JA, 1999, AM J RESP CRIT CARE, V159, pA652
[9]   Critical review of non-invasive respiratory monitoring in medical care [J].
Folke, M ;
Cernerud, L ;
Ekström, M ;
Hök, B .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2003, 41 (04) :377-383
[10]   RESPIRATORY MONITORING DURING POSTOPERATIVE ANALGESIA [J].
GORDH, T ;
RAWAL, N ;
STROM, S ;
HOK, B .
JOURNAL OF CLINICAL MONITORING, 1995, 11 (06) :365-372