Lung sounds classification using convolutional neural networks
Sign Up to like & getrecommendations! Published in 2018 at "Artificial intelligence in medicine"
DOI: 10.1016/j.artmed.2018.04.008
Abstract: Lung sounds convey relevant information related to pulmonary disorders, and to evaluate patients with pulmonary conditions, the physician or the doctor uses the traditional auscultation technique. However, this technique suffers from limitations. For example, if… read more here.
Keywords: neural networks; convolutional neural; sounds classification; classification using ... See more keywords
A telemedicine tool framework for lung sounds classification using ensemble classifier algorithms
Sign Up to like & getrecommendations! Published in 2020 at "Measurement"
DOI: 10.1016/j.measurement.2020.107883
Abstract: Abstract Telemedicine is one of the medical services related to information exchange tools (eHealth). In recent years, the monitoring and classification of acoustic signals of respiratory-related disease is a significant characteristic in the pulmonary analysis.… read more here.
Keywords: classification; framework; telemedicine framework; pathology ... See more keywords
Deep Learning on Computerized Analysis of Chronic Obstructive Pulmonary Disease
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DOI: 10.1109/jbhi.2019.2931395
Abstract: Goal: Chronic obstructive pulmonary disease (COPD) is one of the deadliest diseases in the world. Because COPD is an incurable disease and requires considerable time to be diagnosed even by an experienced specialist, it becomes… read more here.
Keywords: chronic obstructive; lung; lung sounds; deep learning ... See more keywords
Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds
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DOI: 10.1109/jbhi.2022.3215995
Abstract: Stethoscope-recorded chest sounds provide the opportunity for remote cardio-respiratory health monitoring of neonates. However, reliable monitoring requires high-quality heart and lung sounds. This paper presents novel artificial intelligence-based Non-negative Matrix Factorisation (NMF) and Non-negative Matrix… read more here.
Keywords: lung sounds; separation; heart lung; quality ... See more keywords
International perception of lung sounds: a comparison of classification across some European borders
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DOI: 10.1136/bmjresp-2017-000250
Abstract: Introduction Lung auscultation is helpful in the diagnosis of lung and heart diseases; however, the diagnostic value of lung sounds may be questioned due to interobserver variation. This situation may also impair clinical research in… read more here.
Keywords: agreement; classification; perception lung; international perception ... See more keywords