Automatic Classification of Heart Sounds Using Long Short-Term Memory
2021 15th International Conference on Open Source Systems and Technologies (ICOSST)（2021）
Abstract
Heart diseases are serious and must be detected early using an auscultation examination. To explore and diagnose heart problems, several signal processing and machine learning approaches are used. From a Phonocardiogram (PCG) signal, the heart sound (HS) can be categorized into normal and abnormal. This paper presents an improvedcomputer-aidedtechniquefor classification of HS using long short-term...
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Key words
Heart,Training,Sensitivity,Machine learning algorithms,Wavelet domain,Sensitivity and specificity,Discrete wavelet transforms
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