Sound signature for identification and quantification of upper airway disease in horses.
Abstract: To investigate whether upper airway sounds of horses exercising with laryngeal hemiplegia and alar fold paralysis have distinct sound characteristics, compared with unaffected horses. Methods: 6 mature horses. Methods: Upper airway sounds were recorded in horses exercising on a high-speed treadmill at maximum heart rate (HR(MAX)) under 3 treatment conditions (ie, normal upper airway function [control condition], and after induction of left laryngeal hemiplegia or bilateral alar fold paralysis) in a randomized crossover design. Fundamental frequency, spectrograms using Gabor transform, and intensity characteristics of acquired sounds (peak sound level [sound(peak] and highest frequency of at least -25 dB sound intensity [F(25max)]) were evaluated. Results: Evaluation of the fundamental frequency of the time domain signal was not useful. Sensitivity and specificity (83 and 75%, respectively) of spectrograms were greatest at maximal exercise, but the exact abnormal condition was identified in evaluation of only 12 of 18 spectrograms. Increased accuracy was obtained using sound(peak) and F(25max) as discriminating variables. The use of sound(peak) discriminated between control and laryngeal hemiplegia conditions and F(25max) between laryngeal hemiplegia and alar fold paralysis conditions. This increased the specificity of sound analysis to 92% (sensitivity 83%) and accurately classified the abnormal state in 92% of affected horses. Conclusions: Sound analysis might be a useful adjunct to the diagnosis and evaluation of treatment of horses with upper airway obstruction, but would appear to require close attention to exercise intensity. Multiple measurements of recorded sounds might be needed to obtain sufficient accuracy for clinical use.
Publication Date: 2002-12-21 PubMed ID: 12492286DOI: 10.2460/ajvr.2002.63.1707Google Scholar: Lookup
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- Journal Article
- Research Support
- Non-U.S. Gov't
Summary
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The research looks at whether sound signatures can accurately identify and quantify upper airway diseases such as laryngeal hemiplegia and alar fold paralysis in horses, distinguishing them from healthy cases. The authors found that analysing peak sound level and highest frequency of sound intensity improved the specificity and sensitivity of disease identification with an accuracy rate of 92%.
Methods Employed
- The study was performed on six mature horses, with upper airway sounds recorded under three different conditions: normal upper airway function (as a control), after induction of left laryngeal hemiplegia, or after induction of bilateral alar fold paralysis.
- The horses were exercised on a high-speed treadmill until they reached their maximum heart rate (HRmax), under the various induced conditions.
- The sounds were analysed in terms of fundamental frequency using Gabor transform, and intensity characteristics, specifically peak sound level (soundpeak) and highest frequency of at least -25 dB sound intensity (F(25max)).
Key Findings
- Fundamental frequency of the time domain signal did not prove useful in the sound analysis.
- Spectrograms performed better with sensitivity and specificity of 83% and 75% respectively, but they could correctly identify the exact abnormal condition in only 12 out of 18 spectrograms.
- The accuracy improved dramatically when soundpeak and F(25max) were used as the discriminatory variables. This means that by analyzing the peak sound level and the highest frequency of sound intensity, the researchers were able to better differentiate between control and laryngeal hemiplegia conditions (using soundpeak), and between laryngeal hemiplegia and alar fold paralysis conditions (using F(25max)).
- With this method, the specificity of sound analysis increased to 92%, with the same level of sensitivity (83%). It correctly classified the disease state in 92% of the affected horses.
Conclusion
- The research indicates that sound analysis could potentially be a useful tool in diagnosing and evaluating the treatment of horses with upper airway obstructions. However, close attention needs to be paid to the intensity of exercise.
- Given the limitations of any single measure, the researchers suggest that multiple measurements might be required to attain sufficient accuracy for practical clinical use.
Cite This Article
APA
Cable CS, Ducharme NG, Hackett RP, Erb HN, Mitchell LM, Soderholm LV.
(2002).
Sound signature for identification and quantification of upper airway disease in horses.
Am J Vet Res, 63(12), 1707-1713.
https://doi.org/10.2460/ajvr.2002.63.1707 Publication
Researcher Affiliations
- Equine Performance Testing Clinic, Department of Clinical Sciences, College of Veterinary Medicine, Cornell University Ithaca, NY 14853, USA.
MeSH Terms
- Airway Obstruction / diagnosis
- Airway Obstruction / veterinary
- Animals
- Cross-Over Studies
- Female
- Hemiplegia / diagnosis
- Hemiplegia / veterinary
- Horse Diseases / diagnosis
- Horses
- Laryngeal Diseases / diagnosis
- Laryngeal Diseases / veterinary
- Male
- Physical Conditioning, Animal / physiology
- Random Allocation
- Respiratory Sounds / diagnosis
- Respiratory Sounds / physiology
Citations
This article has been cited 1 times.- Kudriavtsev V, Polyshchuk V, Roy DL. Heart energy signature spectrogram for cardiovascular diagnosis. Biomed Eng Online 2007 May 4;6:16.
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