Towards the Development of the Clinical Decision Support System for the Identification of Respiration Diseases via Lung Sound Classification Using 1D-CNN

Towards the Development of the Clinical Decision Support System for the Identification of Respiration Diseases via Lung Sound Classification Using 1D-CNN

Respiratory disorders are commonly regarded as complex disorders to diagnose due to their multi-factorial nature, encompassing the interplay between hereditary variables, comorbidities, environmental exposures, and therapies, among other contributing factors. This study presents a Clinical Decision...

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Bibliographic Details
Main Authors: Syed Waqad Ali, Muhammad Munaf Rashid, Muhammad Uzair Yousuf, Sarmad Shams, Muhammad Asif, Muhammad Rehan, Ikram Din Ujjan
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
Subjects:
CDSS
respiratory disease
CNN
lung sound analysis
crackle and wheeze
Online Access:https://www.mdpi.com/1424-8220/24/21/6887
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https://www.mdpi.com/1424-8220/24/21/6887

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