Deep Neural Network-Based Respiratory Pathology Classification Using Cough Sounds

Deep Neural Network-Based Respiratory Pathology Classification Using Cough Sounds

Intelligent systems are transforming the world, as well as our healthcare system. We propose a deep learning-based cough sound classification model that can distinguish between children with healthy versus pathological coughs such as asthma, upper respiratory tract infection (URTI), and lower respir...

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Bibliographic Details
Main Authors: B T Balamurali, Hwan Ing Hee, Saumitra Kapoor, Oon Hoe Teoh, Sung Shin Teng, Khai Pin Lee, Dorien Herremans, Jer Ming Chen
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
LRTI
URTI
asthma
cough classification
respiratory pathology classification
MFCCs
Online Access:https://www.mdpi.com/1424-8220/21/16/5555

Internet

https://www.mdpi.com/1424-8220/21/16/5555

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