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

INTRODUCTION: In 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...

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Detalles Bibliográficos
Autores principales: Zhang, Pinzhi, Swaminathan, Alagappan, Uddin, Ahmed Abrar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10656606/
https://www.ncbi.nlm.nih.gov/pubmed/38020156
http://dx.doi.org/10.3389/fmed.2023.1269784