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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Sensors (Basel)
Päätekijät: Jácome, Cristina, Ravn, Johan, Holsbø, Einar, Aviles-Solis, Juan Carlos, Melbye, Hasse, Ailo Bongo, Lars
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI 2019
Aiheet:
Linkit: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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