A Progressively Expanded Database for Automated Lung Sound Analysis: An Update

A Progressively Expanded Database for Automated Lung Sound Analysis: An Update

We previously established an open-access lung sound database, HF_Lung_V1, and developed deep learning models for inhalation, exhalation, continuous adventitious sound (CAS), and discontinuous adventitious sound (DAS) detection. The amount of data used for training contributes to model accuracy. In t...

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Bibliographic Details
Main Authors: Fu-Shun Hsu, Shang-Ran Huang, Chien-Wen Huang, Yuan-Ren Cheng, Chun-Chieh Chen, Jack Hsiao, Chung-Wei Chen, Feipei Lai
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Applied Sciences
Subjects:
auscultation
convolutional neural network
deep learning
gated recurrent unit
lung sound
Online Access:https://www.mdpi.com/2076-3417/12/15/7623

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https://www.mdpi.com/2076-3417/12/15/7623

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