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An automatic segmentation method for heart sounds [PDF]
BioMedical Engineering OnLine, 2018 Background There are two major challenges in automated heart sound analysis: segmentation and classification. An efficient segmentation is capable of providing valuable diagnostic information of patients.
Qingshu Liu, Xiaomei Wu, Xiaojing Ma
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Construction and validation of a method for automated time label segmentation of heart sounds [PDF]
Frontiers in Artificial Intelligence, 2023 Heart sound detection technology plays an important role in the prediction of cardiovascular disease, but the most significant heart sounds are fleeting and may be imperceptible.
Liuying Li +9 more
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Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning. [PDF]
Sensors (Basel), 2022 Heart sounds convey important information regarding potential heart diseases. Currently, heart sound classification attracts many researchers from the fields of telemedicine, digital signal processing, and machine learning—among others—mainly to identify
Harimi A +6 more
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Deep Learning Methods for Heart Sounds Classification: A Systematic Review. [PDF]
Entropy (Basel), 2021 The automated classification of heart sounds plays a significant role in the diagnosis of cardiovascular diseases (CVDs). With the recent introduction of medical big data and artificial intelligence technology, there has been an increased focus on the ...
Chen W +5 more
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The Effect of Signal Duration on the Classification of Heart Sounds: A Deep Learning Approach. [PDF]
Sensors (Basel), 2022 Deep learning techniques are the future trend for designing heart sound classification methods, making conventional heart sound segmentation dispensable.
Bao X, Xu Y, Kamavuako EN.
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A system for heart sounds classification. [PDF]
PLoS ONE, 2014 The future of quick and efficient disease diagnosis lays in the development of reliable non-invasive methods. As for the cardiac diseases - one of the major causes of death around the globe - a concept of an electronic stethoscope equipped with an ...
Grzegorz Redlarski +2 more
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A Novel Broadband Forcecardiography Sensor for Simultaneous Monitoring of Respiration, Infrasonic Cardiac Vibrations and Heart Sounds. [PDF]
Front Physiol, 2021 The precordial mechanical vibrations generated by cardiac contractions have a rich frequency spectrum. While the lowest frequencies can be palpated, the higher infrasonic frequencies are usually captured by the seismocardiogram (SCG) signal and the ...
Andreozzi E +3 more
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REDUPLICATION OF HEART SOUNDS. [PDF]
JAMA: The Journal of the American Medical Association, 1906 Reduplication means doubling; that is, the sounds still strike the ear, not as a single tone, but as a double tone. Both the first and the second sounds may be reduplicated. The appearance of extra beats is a totally distinct phenomenon. This subject has received scanty attention. Potain, in a study of 500 hearts, makes the first mention in literature.
HENRY C. PILLSBURY
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A two-stage amplified PZT sensor for monitoring lung and heart sounds in discharged pneumonia patients. [PDF]
Microsyst Nanoeng, 2021 Assessment of lung and heart states is of critical importance for patients with pneumonia. In this study, we present a small-sized and ultrasensitive accelerometer for continuous monitoring of lung and heart sounds to evaluate the lung and heart states ...
Chen H +9 more
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Applied Sciences, 2020 Currently, there are many works in the literature focused on the analysis of heart sounds, specifically on the development of intelligent systems for the classification of normal and abnormal heart sounds. However, the available heart sound databases are
Pedro Narváez, Winston S. Percybrooks
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