A comparison of SVM and GMM-based classifier configurations for diagnostic classification of pulmonary sounds
Goal: The aim of this study is to find a useful methodology to classify multiple distinct
pulmonary conditions including the healthy condition and various pathological types, using …
pulmonary conditions including the healthy condition and various pathological types, using …
A novel feature extraction technique for pulmonary sound analysis based on EMD
A Mondal, P Banerjee, H Tang - Computer methods and programs in …, 2018 - Elsevier
Background and objective: The stethoscope based auscultation technique is a primary
diagnostic tool for chest sound analysis. However, the performance of this method is limited …
diagnostic tool for chest sound analysis. However, the performance of this method is limited …
Differential diagnosis of asthma and COPD based on multivariate pulmonary sounds analysis
Objective: Asthma and chronic obstructive pulmonary disease (COPD) can be confused in
clinical diagnosis due to overlapping symptoms. The purpose of this study is to develop a …
clinical diagnosis due to overlapping symptoms. The purpose of this study is to develop a …
Computerized Diagnosis of Respira tory Disorders
Introduction: This article is part of the Focus Theme of Methods of Information in Medicine on
“Biosignal Interpretation: Advanced Methods for Studying Cardiovascular and Respiratory …
“Biosignal Interpretation: Advanced Methods for Studying Cardiovascular and Respiratory …
Chaos to randomness: distinguishing between healthy and non-healthy lung sound behaviour
P Jafari Moghadam Fard, MH Moradi… - Australasian Physical & …, 2015 - Springer
Lung abnormalities and respiratory diseases increase as side effects of urban life and
development. Therefore, understanding lung dynamics and its changes during the presence …
development. Therefore, understanding lung dynamics and its changes during the presence …
Behaviour of healthy and non-healthy lung sound
Lung abnormalities and respiratory diseases increase as side effects of urban life and
development. Therefore, understanding lung dynamics and its changes during the presence …
development. Therefore, understanding lung dynamics and its changes during the presence …
[PDF][PDF] Classification of Multi-variate Model Parameters Intended for Computerized Diagnosis of Respiratory Disorders
This work proposes an algorithm for diagnostic classification of multi-channel respiratory
sounds. 14-channel respiratory sounds are modeled assuming a 250-point second order …
sounds. 14-channel respiratory sounds are modeled assuming a 250-point second order …