Objective Recognition Of Cough-Sound As Biomarker For Aerial Pollutants

Chronic Obstructive Pulmonary Disease (COPD) detection using cough sound analysis based on machine learning

Empowering Science and Mathematics for Global Competitiveness ◽

10.1201/9780429461903-80 ◽

2019 ◽

pp. 589-594

Author(s):

A. Rahmansyah ◽

P. Andini ◽

O. Dewi ◽

T.H.P. Ningrum ◽

M.E. Suryana

Keyword(s):

Machine Learning ◽

Chronic Obstructive Pulmonary Disease ◽

Pulmonary Disease ◽

Chronic Obstructive ◽

Sound Analysis ◽

Obstructive Pulmonary Disease ◽

Cough Sound

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Analysis of the Cough Sound

Acute and Chronic Cough ◽

10.1201/b14188-12 ◽

2005 ◽

pp. 173-190 ◽

Cited By ~ 3

Keyword(s):

Cough Sound

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Corrigendum: Predicting spirometry readings using cough sound features and regression (2018 Physiol. Meas. 39 095001)

Physiological Measurement ◽

10.1088/1361-6579/ab06ce ◽

2019 ◽

Vol 40 (2) ◽

pp. 029501

Author(s):

Roneel V Sharan ◽

Udantha R Abeyratne ◽

Vinayak R Swarnkar ◽

Scott Claxton ◽

Craig Hukins ◽

...

Keyword(s):

Sound Features ◽

Cough Sound

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BIOACOUSTICS: A TOOL FOR DIAGNOSIS OF RESPIRATORY PATHOLOGIES IN PIG FARMS

Journal of Agricultural Engineering ◽

10.4081/jae.2009.1.7 ◽

2009 ◽

Vol 40 (1) ◽

pp. 7

Author(s):

Sara Ferrari ◽

Mitchell Silva ◽

Vittorio Sala ◽

Daniel Berckmans ◽

Marcella Guarino

Keyword(s):

Automatic Monitoring ◽

Peak Frequency ◽

State Of Health ◽

Acoustic Features ◽

Acoustic Parameters ◽

Sound Analysis ◽

Automatic Monitoring System ◽

Monitoring And Diagnosis ◽

Pig Farms ◽

Cough Sound

Cough is the element for monitoring and diagnosis of respiratory disease cause of mortality and loss of productivity in pig houses. In order to prevent as much as possible the outbreak of such diseases the aim of this research is to describe acoustic features of cough sounds originating from infections due to Actinobacillosis and Pasteurellosis and to compare them with healthy cough sounds provoked by inhalation of citric acid. The acoustic parameters investigated are peak frequency [Hz] and duration of cough signals. The differences resulting from the cough sound analysis confirmed a variability in acoustics parameters according to a state of health or disease in the animals. Sound analysis provides physic acoustic features that can be used as tool to label and detect cough in a automatic monitoring system applied in farms.

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