Data augmentation using Variational Autoencoders for improvement of respiratory disease classification

Computerized auscultation of lung sounds is gaining importance today with the availability of lung sounds and its potential in overcoming the limitations of traditional diagnosis methods for respiratory diseases. The publicly available ICBHI respiratory sounds database is severely imbalanced, making...

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Detalles Bibliográficos
Autores principales: Saldanha, Jane, Chakraborty, Shaunak, Patil, Shruti, Kotecha, Ketan, Kumar, Satish, Nayyar, Anand
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374267/
https://www.ncbi.nlm.nih.gov/pubmed/35960763
http://dx.doi.org/10.1371/journal.pone.0266467

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374267/
https://www.ncbi.nlm.nih.gov/pubmed/35960763
http://dx.doi.org/10.1371/journal.pone.0266467

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