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Convolutional Neural Network for Breathing Phase Detection in Lung Sounds

We applied deep learning to create an algorithm for breathing phase detection in lung sound recordings, and we compared the breathing phases detected by the algorithm and manually annotated by two experienced lung sound researchers. Our algorithm uses a convolutional neural network with spectrograms...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Jácome, Cristina, Ravn, Johan, Holsbø, Einar, Aviles-Solis, Juan Carlos, Melbye, Hasse, Ailo Bongo, Lars
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6515330/
https://ncbi.nlm.nih.gov/pubmed/30991690
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19081798
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