A Deep Ensemble Neural Network with Attention Mechanisms for Lung Abnormality Classification Using Audio Inputs

Medical audio classification for lung abnormality diagnosis is a challenging problem owing to comparatively unstructured audio signals present in the respiratory sound clips. To tackle such challenges, we propose an ensemble model by incorporating diverse deep neural networks with attention mechanis...

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Detalles Bibliográficos
Autores principales: Wall, Conor, Zhang, Li, Yu, Yonghong, Kumar, Akshi, Gao, Rong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332569/
https://www.ncbi.nlm.nih.gov/pubmed/35898070
http://dx.doi.org/10.3390/s22155566

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332569/
https://www.ncbi.nlm.nih.gov/pubmed/35898070
http://dx.doi.org/10.3390/s22155566

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