Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function

Respiratory diseases constitute one of the leading causes of death worldwide and directly affect the patient’s quality of life. Early diagnosis and patient monitoring, which conventionally include lung auscultation, are essential for the efficient management of respiratory diseases. Manual lung soun...

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Detalles Bibliográficos
Autores principales: Petmezas, Georgios, Cheimariotis, Grigorios-Aris, Stefanopoulos, Leandros, Rocha, Bruno, Paiva, Rui Pedro, Katsaggelos, Aggelos K., Maglaveras, Nicos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838187/
https://www.ncbi.nlm.nih.gov/pubmed/35161977
http://dx.doi.org/10.3390/s22031232

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838187/
https://www.ncbi.nlm.nih.gov/pubmed/35161977
http://dx.doi.org/10.3390/s22031232

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