MS Holmes, S D'arcy, RW Costello… - IEEE journal of …, 2014 - ieeexplore.ieee.org
… The gold standard used to evaluate the algorithm in this study was the subjective classification of inhaler audio files by two independent human raters. These raters were trained by an …
… Asthma and COPD can usually be characterized by … Automatic lung soundanalysis, specifically for identification of … by details of the data used for analysis. In Section Results, the …
… or classification of adventitious sounds is useful to assist physicians in diagnosing or monitoring diseases such as asthma… soundanalysis, specifically for the detection or classification of …
G Serbes, S Ulukaya, YP Kahya - Precision Medicine Powered by pHealth …, 2018 - Springer
… asthma … classification study which deals with wheeze and crackle sounds together in a breath cycle. In this paper, a novel time-frequency analysis based pulmonary soundclassification …
FG Nabi, K Sundaraj… - … Conference on Data …, 2020 - ieeexplore.ieee.org
… to classify wheeze sound according to asthma patient … sound spectra in asthmatic subjects. The focus of this study is wheeze sounds analysis according to the severity level of asthma …
… Then by computing Pneumonic Cough Index each patient was classified as either into pneumonia or asthma. Proposed method achieved an accuracy of 90% (sensitivity = 100% and …
D Oletic, V Bilas - IEEE journal of biomedical and health …, 2017 - ieeexplore.ieee.org
… soundclassification may contribute to the diagnosis, long-term control, and lowering treatment costs of asthma. … ), when using existing respiratory soundclassification algorithms. Thus, …
Y Nagasaka - Allergology International, 2012 - Elsevier
… At this time, there was no wide agreement on the definitions and classification of COPD,3 … sensitivity and specificity of automated breath soundanalysis in the management of asthma. …
C Habukawa, K Murakami, M Endoh… - Allergology …, 2015 - jstage.jst.go.jp
… ic700 were compared depending on spirometric parameters and asthma severity classification. Results: The influences of flow and body size were negligible for ic700. ic700 correlated …