Lung sound recognition algorithm based on vggish-bigru

L Shi, K Du, C Zhang, H Ma, W Yan - IEEE Access, 2019 - ieeexplore.ieee.org
Pulmonary breathing sound plays a key role in the prevention and diagnosis of the lung
diseases. Its correlation with pathology and physiology has become an important research …

Application of semi-supervised deep learning to lung sound analysis

D Chamberlain, R Kodgule, D Ganelin… - 2016 38th Annual …, 2016 - ieeexplore.ieee.org
The analysis of lung sounds, collected through auscultation, is a fundamental component of
pulmonary disease diagnostics for primary care and general patient monitoring for …

Lung and heart sounds analysis: state-of-the-art and future trends

AL Padilla-Ortiz, D Ibarra - Critical Reviews™ in Biomedical …, 2018 - dl.begellhouse.com
Lung sounds, which include all sounds that are produced during the mechanism of
respiration, may be classified into normal breath sounds and adventitious sounds. Normal …

Blind monaural source separation on heart and lung sounds based on periodic-coded deep autoencoder

KH Tsai, WC Wang, CH Cheng, CY Tsai… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Auscultation is the most efficient way to diagnose cardiovascular and respiratory diseases.
To reach accurate diagnoses, a device must be able to recognize heart and lung sounds …

An automated system towards diagnosis of pneumonia using pulmonary auscultations

S Aziz, MU Khan, M Shakeel… - … Science and Statistics …, 2019 - ieeexplore.ieee.org
Respiratory sounds carry significant information about the condition of respiratory system.
Respiratory sounds are often affected by sounds emanating from heart and other organs …

Detection of sputum by interpreting the time-frequency distribution of respiratory sound signal using image processing techniques

J Niu, Y Shi, M Cai, Z Cao, D Wang, Z Zhang… - …, 2018 - academic.oup.com
Motivation Sputum in the trachea is hard to expectorate and detect directly for the patients
who are unconscious, especially those in Intensive Care Unit. Medical staff should always …

Lung sound classification using Hjorth descriptor measurement on wavelet sub-bands

A Rizal, R Hidayat, HA Nugroho - Journal of Information …, 2019 - koreascience.kr
Signal complexity is one point of view to analyze the biological signal. It arises as a result of
the physiological signal produced by biological systems. Signal complexity can be used as a …

Classification of pulmonary crackle and normal lung sound using spectrogram and support vector machine

A Rizal, W Priharti, D Rahmawati… - Journal of Biomimetics …, 2022 - Trans Tech Publ
Crackles is one of the types of adventitious lung sound heard in patients with interstitial
pulmonary fibrosis or cystic fibrosis. Pulmonary crackles of discontinuous short duration …

A novel method for automatic identification of breathing state

J Niu, M Cai, Y Shi, S Ren, W Xu, W Gao, Z Luo… - Scientific reports, 2019 - nature.com
Sputum deposition blocks the airways of patients and leads to blood oxygen desaturation.
Medical staff must periodically check the breathing state of intubated patients. This process …

Determining lung sound characterization using Hjorth descriptor

A Rizal, R Hidayat, HA Nugroho - … International conference on …, 2015 - ieeexplore.ieee.org
Lung sounds provide important information about the health of the lungs and airways. Lung
sounds have a special and distinguishable pattern related to abnormalities that might occur …