Convolutional Neural Network for Breathing Phase Detection in Lung Sounds

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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Bibliographic Details
Main Authors: Cristina Jácome, Johan Ravn, Einar Holsbø, Juan Carlos Aviles-Solis, Hasse Melbye, Lars Ailo Bongo
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Sensors
Subjects:
respiratory phases
breath onset
breath detection
spectrograms
automated classification
deep learning
Online Access:https://www.mdpi.com/1424-8220/19/8/1798

Internet

https://www.mdpi.com/1424-8220/19/8/1798

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