Classification of Respiratory Diseases Using Respiratory Sound Analysis

2015 ◽  
Vol 4 (1) ◽  
Author(s):  
R. K. Sawant ◽  
A. A. Ghatol
Keyword(s):  
Respiratory Diseases ◽  
Respiratory Sound ◽  
Sound Analysis

scholarly journals Classification of Lung Sounds and Disease Prediction using Dense CNN Network

2021 ◽  
Vol 11 (1) ◽  
pp. 195-198
Author(s):  
Suyash Lakhani ◽  
◽  
Ridhi Jhamb ◽  
Keyword(s):  
Respiratory Sounds ◽  
Respiratory Sound ◽  
Lung Sounds ◽  
Dense Network ◽  
Lung Sound ◽  
Respiratory Dysfunction ◽  
Respiratory Disorders ◽  
Respiratory Illnesses ◽  
In The Beginning

Respiratory illnesses are a main source of death in the world and exact lung sound identification is very significant for the conclusion and assessment of sickness. Be that as it may, this method is vulnerable to doctors and instrument limitations. As a result, the automated investigation and analysis of respiratory sounds has been a field of great research and exploration during the last decades. The classification of respiratory sounds has the potential to distinguish anomalies and diseases in the beginning phases of a respiratory dysfunction and hence improve the accuracy of decision making. In this paper, we explore the publically available respiratory sound database and deploy three different convolutional neural networks (CNN) and combine them to form a dense network to diagnose the respiratory disorders. The results demonstrate that this dense network classifies the sounds accurately and diagnoses the corresponding respiratory disorders associated with them.

Classification of chestnuts according to moisture levels using impact sound analysis and machine learning

2018 ◽  
Vol 12 (4) ◽  
pp. 2819-2834 ◽  
Author(s):  
Ferhat Kurtulmuş ◽  
Sencer Öztüfekçi ◽  
İsmail Kavdır
Keyword(s):  
Machine Learning ◽  
Sound Analysis

scholarly journals Automatic adventitious respiratory sound analysis: A systematic review

PLoS ONE ◽  
2017 ◽  
Vol 12 (5) ◽  
pp. e0177926 ◽  
Author(s):  
Renard Xaviero Adhi Pramono ◽  
Stuart Bowyer ◽  
Esther Rodriguez-Villegas
Keyword(s):  
Systematic Review ◽  
Respiratory Sound ◽  
Sound Analysis
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