Computerized lung sound based classification of asthma and chronic obstructive pulmonary disease (COPD)
NS Haider, AK Behera - Biocybernetics and Biomedical Engineering, 2022 - Elsevier
Diagnostic ambiguity between chronic pulmonary diseases like asthma and Chronic
Obstructive Pulmonary Disease (COPD) is very high, as they exhibit similar symptoms …
Obstructive Pulmonary Disease (COPD) is very high, as they exhibit similar symptoms …
Respiratory sound based classification of chronic obstructive pulmonary disease: a risk stratification approach in machine learning paradigm
This article investigates the classification of normal and COPD subjects on the basis of
respiratory sound analysis using machine learning techniques. Thirty COPD and 25 healthy …
respiratory sound analysis using machine learning techniques. Thirty COPD and 25 healthy …
An automated system for classification of chronic obstructive pulmonary disease and pneumonia patients using lung sound analysis
SZH Naqvi, MA Choudhry - Sensors, 2020 - mdpi.com
Chronic obstructive pulmonary disease (COPD) and pneumonia are two of the few fatal lung
diseases which share common adventitious lung sounds. Diagnosing the disease from lung …
diseases which share common adventitious lung sounds. Diagnosing the disease from lung …
Respiratory sound denoising using empirical mode decomposition, hurst analysis and spectral subtraction
NS Haider - Biomedical Signal Processing and Control, 2021 - Elsevier
Chronic pulmonary diseases, specifically Chronic Obstructive Pulmonary Disease (COPD),
is in third position for causing deaths all over the globe. Misdiagnosis and higher health care …
is in third position for causing deaths all over the globe. Misdiagnosis and higher health care …
Computer-aided diagnosis system for chronic obstructive pulmonary disease using empirical wavelet transform on auscultation sounds
A Gökçen - The Computer Journal, 2021 - academic.oup.com
In this study, it is aimed to develop computer-aided a diagnosis system for Chronic
Obstructive Pulmonary Disease (COPD) which is a completely incurable and chronic …
Obstructive Pulmonary Disease (COPD) which is a completely incurable and chronic …
A telemedicine tool to detect pulmonary pathology using computerized pulmonary acoustic signal analysis
R Palaniappan, K Sundaraj, S Sundaraj, N Huliraj… - Applied Soft …, 2015 - Elsevier
Background Detection and monitoring of respiratory related illness is an important aspect in
pulmonary medicine. Acoustic signals extracted from the human body are considered in …
pulmonary medicine. Acoustic signals extracted from the human body are considered in …
A comparative study of the svm and k-nn machine learning algorithms for the diagnosis of respiratory pathologies using pulmonary acoustic signals
R Palaniappan, K Sundaraj, S Sundaraj - BMC bioinformatics, 2014 - Springer
Background Pulmonary acoustic parameters extracted from recorded respiratory sounds
provide valuable information for the detection of respiratory pathologies. The automated …
provide valuable information for the detection of respiratory pathologies. The automated …
Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion
Background and objective Crackle, wheeze and normal lung sound discrimination is vital in
diagnosing pulmonary diseases. Previous works suffer from limited frequency resolution and …
diagnosing pulmonary diseases. Previous works suffer from limited frequency resolution and …
Intelligent system for classification of pulmonary diseases from lung sound
Lung disease belongs to the class of fatal disease according to World Health Organization
statistics. Asthma and bronchitis are most prominent among these abnormalities …
statistics. Asthma and bronchitis are most prominent among these abnormalities …
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 …
相关搜索
- lung sound pulmonary diseases
- lung sound analysis
- spectral subtraction hurst analysis
- mode decomposition hurst analysis
- spectral subtraction mode decomposition
- sound denoising hurst analysis
- pulmonary pathology signal analysis
- auscultation sounds wavelet transform
- telemedicine tool signal analysis
- sound analysis pulmonary diseases
- classification of pulmonary diseases
- spectral subtraction sound denoising
- sound denoising mode decomposition