A neural network-based method for respiratory sound analysis and lung disease detection

L Brunese, F Mercaldo, A Reginelli, A Santone - Applied Sciences, 2022 - mdpi.com
respiratory disease detection and characterisation is proposed. By considering respiratory
sessions stored in audio format, a feature vector is directly gathered from the audio file. Thus, …

Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease

A Srivastava, S Jain, R Miranda, S Patil… - PeerJ Computer …, 2021 - peerj.com
… for early and timely disease detection using medical imaging and audio analysis. Due to the
… critical health diseases such as cancer and diabetes, the impact of respiratory diseases is …

Automatic detection of patient with respiratory diseases using lung sound analysis

G Chambres, P Hanna… - … on Content-Based …, 2018 - ieeexplore.ieee.org
… cardiac assessment or respiratory check-up includes an audio auscultation during which one
… This shows how important sound analysis is for heart and lungs disease detection. During …

[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
… review on computerized lung sound analysis and investigate its diagnostic utility in …
lung sound analysis has the potential to improve diagnostic yield of pulmonary disorders in …

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
… methods for diagnosing pulmonary issues via LS analysis, but a … lung diseases, changes
in focus groups having lung abnormality, to measure the intensity of a particular lung disease

Deep learning-based lung sound analysis for intelligent stethoscope

DM Huang, J Huang, K Qiao, NS Zhong, HZ Lu… - Military Medical …, 2023 - Springer
… In contrast, auscultation offers a non-invasive, low-cost, and portable way of working where
paramedics use a conventional acoustic stethoscope to diagnose lung diseases, including …

Respiratory sound analysis for detection of pulmonary diseases

V Jindal, V Agarwal, S Kalaivani - 2018 IEEE Applied Signal …, 2018 - ieeexplore.ieee.org
Pulmonary chronic lung diseases irrespective of their age. Lung sound analysis has
been a key diagnostic aid to accurately detect Pulmonary Diseases. Earlier, manual …

Automated lung sound analysis for detecting pulmonary abnormalities

S Datta, AD Choudhury, P Deshpande… - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
… There has been a massive increase in the occurrence of pulmonary diseases worldwide, …
Airway Diseases (OAD) like Asthma or Chronic Obstructive Pulmonary Disease (COPD), …

Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers

L Fraiwan, O Hassanin, M Fraiwan… - Biocybernetics and …, 2021 - Elsevier
… Moreover, our statistical analysis results showed that the selected entropy features … in
the audio signals among different disease conditions. For respiratory disease detection, we …

Lung disease recognition methods using audio-based analysis with machine learning

AH Sabry, OID Bashi, NHN Ali, YM Al Kubaisi - Heliyon, 2024 - cell.com
… The study introduces studies that review lung screening including a summary table of these
references and discusses the literature gaps in the existing studies. It is concluded that the …