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Title: | Acoustic analysis of neonatal breath sounds using digital stethoscope technology. | Authors: | Malhotra A. ;Zhou L. ;Marzbanrad F.;Ramanathan A.;Fattahi D.;Pharande P. | Monash Health Department(s): | Paediatric - Neonatal (Monash Newborn) | Institution: | (Zhou, Pharande, Malhotra) Monash Newborn, Monash Children's Hospital, Melbourne, Australia (Zhou, Ramanathan, Malhotra) Department of Paediatrics, Monash University, Melbourne, Australia (Marzbanrad, Fattahi) Department of Computer Systems and Electrical Engineering, Monash University, Melbourne, Australia | Issue Date: | 27-Feb-2020 | Copyright year: | 2020 | Publisher: | John Wiley and Sons Inc. (P.O.Box 18667, Newark NJ 07191-8667, United States) | Place of publication: | United States | Publication information: | Pediatric Pulmonology. 55 (3) (pp 624-630), 2020. Date of Publication: 01 Mar 2020. | Journal: | Pediatric Pulmonology | Abstract: | Background: There is no published literature regarding the use of the digital stethoscope (DS) and computerized breath sound analysis in neonates, despite neonates experiencing a high burden of respiratory disease. We aimed to determine if the DS could be used to study breath sounds of term and preterm neonates without respiratory disease, and detect a difference in acoustic characteristics between them. Method(s): A commercially available DS was used to record breath sounds of term and preterm neonates not receiving respiratory support between 24 and 48 hours after birth. Recordings were extracted, filtered, and computer analysis performed to obtain power spectra and mel frequency cepstral coefficient (MFCC) profiles. Result(s): Recordings from 26 term and 26 preterm infants were obtained. The preterm cohort had an average gestational age (median and interquartile range) of 32 (31-33) weeks and term 39 (38-39) weeks. Birth weight (mean and SD) was 1767 (411) g for the preterm and 3456 (442) g for the term cohort. Power spectra demonstrated the greatest power in the low-frequency range of 100 to 250 Hz for both groups. There were significant differences (P <.05) in the average power at low (100-250 Hz), medium (250-500 Hz), high (500-1000 Hz), and very high (1000-2000 Hz) frequency bands. MFCC profiles also demonstrated significant differences between groups (P <.05). Conclusion(s): It is feasible to use DS technology to analyze breath sounds in neonates. DS was able to determine significant differences between the acoustic characteristics of term and preterm infants breathing in room air. Further investigation of DS technology for neonatal breath sounds is warranted.Copyright © 2020 Wiley Periodicals, Inc. | DOI: | http://monash.idm.oclc.org/login?url=http://dx.doi.org/10.1002/ppul.24633 | PubMed URL: | 31917903 [http://www.ncbi.nlm.nih.gov/pubmed/?term=31917903] | ISSN: | 8755-6863 | URI: | https://repository.monashhealth.org/monashhealthjspui/handle/1/29409 | Type: | Article | Subjects: | birth weight clinical article cohort analysis computer analysis controlled study feasibility study female frequency modulation gestational age male medical technology newborn perinatal period prematurity priority journal *stethoscope *digital stethoscope human *abnormal respiratory sound acoustic analysis article birth weight computer analysis frequency modulation gestational age medical technology newborn perinatal period prematurity stethoscope digital stethoscope abnormal respiratory sound acoustic analysis frequency modulation gestational age human male medical technology newborn perinatal period prematurity priority journal female clinical article birth weight Article acoustic analysis *abnormal respiratory sound feasibility study controlled study computer analysis cohort analysis |
Type of Clinical Study or Trial: | Observational study (cohort, case-control, cross sectional or survey) |
Appears in Collections: | Articles |
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