Automatic detection of patient with respiratory diseases using lung sound analysis

G Chambres, P Hanna… - … on Content-Based …, 2018 - ieeexplore.ieee.org
sound detection and classification are drastically improved [7] and studies about lung sound
analysis … markers, lung sound analysis can be transformed into a classification problem [18], …

Lung sound analysis in a patient with vocal cord dysfunction and bronchial asthma

Y Amimoto, H Nakano, N Masumoto, A Ishimatsu… - … of Asthma, 2012 - Taylor & Francis
… differentiate from that of asthma. We tested the usefulness of lung sound analysis (LSA) in
such a condition. Methods. We performed an LSA in a patient with asthma and coexisting VCD …

Subjective assessment vs computer analysis of wheezing in asthma

H Pasterkamp, W Wiebicke, R Fenton - Chest, 1987 - Elsevier
… on disk for consistent repetitive analysis. Spectral analysis of sound was done using fast
Fourier transformation. Each successive 100 ms segment of sound was classified as normal or …

Application of deep learning for bronchial asthma diagnostics using respiratory sound recordings

T Aptekarev, V Sokolovsky, E Furman, N Kalinina… - PeerJ Computer …, 2023 - peerj.com
… The last model applied to analyze 941 records in asthmatic patients indicated the correct …
software to perform binary classification of two types “sick/healthy” and “asthmatic patient/non-…

Development of machine learning for asthmatic and healthy voluntary cough sounds: a proof of concept study

HI Hee, BT Balamurali, A Karunakaran, D Herremans… - Applied Sciences, 2019 - mdpi.com
… the classification model for its ability to differentiate asthmatic … for automatic cough sound
analysis between asthmatic and … to train a classification model to distinguish asthmatic versus …

Two-level coarse-to-fine classification algorithm for asthma wheezing recognition in children's respiratory sounds

I Mazić, M Bonković, B Džaja - Biomedical Signal Processing and Control, 2015 - Elsevier
… to recognize the children's breathing sound quality and diagnose an asthmatic attack, but …
using the MFCC analysis of an acoustic breathing record. This analysis closely approximates …

[PDF][PDF] Classification of asthmatic lung sound spectra

M Oud, EH Dooijes, MJ Van der Veen - IFMBE Conf Proc, 1998 - researchgate.net
… A characteristic feature of asthma is the regularly occurrence … This study describes the
frequency analysis of breath sounds … of nearest neighbour classification was used to classify the …

[HTML][HTML] Computerized lung sound analysis as diagnostic aid for the detection of abnormal lung sounds: a systematic review and meta-analysis

A Gurung, CG Scrafford, JM Tielsch, OS Levine… - Respiratory …, 2011 - Elsevier
sound analysis involves recording the patient’s lung sounds via an electronic device, followed
by computer analysis and classificationAsthma and COPD Piezo-electric sensors Fourier …

Lung sound analysis based methodology to identify asthmatic patient for low power low cost embedded system

NS Ambatkar, SD Chede - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
… ANN is used to classify respiratory sounds into asthma and non asthma. Statistical features
… We assess this analysis technique in terms of classification accuracies. The results are very …

Peripheral bronchial obstruction evaluation in patients with asthma by lung sound analysis and impulse oscillometry

T Shimoda, Y Obase, Y Nagasaka… - Allergology …, 2017 - jstage.jst.go.jp
… The analysis set consisted of 49 mild and moderate persistent bronchial asthma patients
who visited our … Bronchial asthma was diagnosed according to the Global Initiative for …