Evaluation of Respiratory Sounds Using Image-Based Approaches for Health Measurement Applications

Evaluation of Respiratory Sounds Using Image-Based Approaches for Health Measurement Applications

<italic>Goal:</italic> The evaluation of respiratory events using audio sensing in an at-home setting can be indicative of worsening health conditions. This paper investigates the use of image-based transfer learning applied to five audio visualizations to evaluate three classification t...

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Bibliographic Details
Main Authors: Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Karim Habashy, Saiful Huq, Rafik Goubran, Frank Knoefel
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of Engineering in Medicine and Biology
Subjects:
Acoustic signal processing
audio visualization
convolutional neural network
cough classification
respiratory classification
Online Access:https://ieeexplore.ieee.org/document/9889211/

Internet

https://ieeexplore.ieee.org/document/9889211/

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