Pulmonary disease detection and classification in patient respiratory audio files using long short-term memory neural networks

Pulmonary disease detection and classification in patient respiratory audio files using long short-term memory neural networks

IntroductionIn order to improve the diagnostic accuracy of respiratory illnesses, our research introduces a novel methodology to precisely diagnose a subset of lung diseases using patient respiratory audio recordings. These lung diseases include Chronic Obstructive Pulmonary Disease (COPD), Upper Re...

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Bibliographic Details
Main Authors: Pinzhi Zhang, Alagappan Swaminathan, Ahmed Abrar Uddin
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Medicine
Subjects:
artificial intelligence
neural networks
audio parsing
machine learning
pulmonary diagnostics
predictive analytics
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1269784/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1269784/full

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