Detection of Respiratory Sounds Based on Wavelet Coefficients and Machine Learning
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DOI: 10.1109/access.2020.3016748
Abstract: Respiratory sounds reveal important information of the lungs of patients. However, the analysis of lung sounds depends significantly on the medical skills and diagnostic experience of the physicians and is a time-consuming process. The development… read more here.
Keywords: respiratory; wavelet; respiratory sound; respiratory sounds ... See more keywords
Respiratory Sound Classification: From Fluid-Solid Coupling Analysis to Feature-Band Attention
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DOI: 10.1109/access.2022.3151789
Abstract: Based on respiratory sound production mechanisms, we study the relationship between airflow characteristics in the bronchi and sound pressure spectrum curves to implement an end-to-end respiratory sound classification system with a feature-band attention module. First,… read more here.
Keywords: feature band; feature; respiratory sound; band attention ... See more keywords
SPRSound: Open-Source SJTU Paediatric Respiratory Sound Database
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Biomedical Circuits and Systems"
DOI: 10.1109/tbcas.2022.3204910
Abstract: It has proved that the auscultation of respiratory sound has advantage in early respiratory diagnosis. Various methods have been raised to perform automatic respiratory sound analysis to reduce subjective diagnosis and physicians' workload. However, these… read more here.
Keywords: respiratory sound; paediatric respiratory; respiratory; sound database ... See more keywords