Spectral analysis of lungs sounds for classification of asthma and pneumonia wheezing

SZH Naqvi, M Arooj, S Aziz, MU Khan… - 2020 International …, 2020 - ieeexplore.ieee.org
World Health Organization Statistics declares the pulmonic illness as the class of deadly
illness. Wheezing is a key indicator for the diagnosis of pulmonic illnesses like Asthma and …

Intelligent system for classification of pulmonary diseases from lung sound

SZH Naqvi, MA Choudhry, AZ Khan… - … Computer Science and …, 2019 - ieeexplore.ieee.org
Lung disease belongs to the class of fatal disease according to World Health Organization
statistics. Asthma and bronchitis are most prominent among these abnormalities …

Machine learning approach for automatic lungs sound diagnosis from pulmonary signals

S Rani, A Chaurasia, MK Dutta… - 2021 44th …, 2021 - ieeexplore.ieee.org
Chronic Respiratory Diseases (CRDs) are the most common diseases that affect people in
today's world. In COVID 19 pandemic many people are suffering from different types of …

Automatic classification of lung sounds using machine learning algorithms

A Ullah, MS Khan, MU Khan… - … Conference on Frontiers …, 2021 - ieeexplore.ieee.org
Lung sounds provide substantial information about the state of respiratory system. These
sounds are frequently influenced by noise from heart and muscles which complicate …

Machine learning approaches based on wearable devices for respiratory diseases diagnosis

EA Paraschiv, CM Rotaru - 2020 International Conference on e …, 2020 - ieeexplore.ieee.org
The respiratory system, a network of the most important processes of the human body, can
easily be affected by different pulmonary diseases that have a great impact on a patient's …

Respiratory sound analysis for detection of pulmonary diseases

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

Machine learning based automatic classification of respiratory signals using wavelet transform

A Yadav, MK Dutta, J Prinosil - 2020 43rd International …, 2020 - ieeexplore.ieee.org
Respiratory signals emanating from human lungs give vital and indicative information
regarding the health status of a patient's lungs. Conventional clinical methods require …

CNN based Categorization of respiratory sounds using spectral descriptors

S Jayalakshmy, BL Priya… - … , Computing and Industry …, 2020 - ieeexplore.ieee.org
Chronic Obstructive Pulmonary Disease (COPD) is a dreadful disease which is a wide
umbrella comprises of emphysema, bronchitis etc. It threatens the life of almost nearly 3 …

Transfer learning aided classification of lung sounds-wheezes and crackles

R Shethwala, S Pathar, T Patel… - 2021 5th International …, 2021 - ieeexplore.ieee.org
Nowadays, Lung diseases are the most life-threatening disease. In maximum belongings of
lung disease are noticed once the illness is in the progressive stage, detection of lung …

Analysis of acoustic parameters from respiratory signal in copd and pneumonia patients

Z NEILI, M FEZARI, R Abdeghani - … International Conference on …, 2018 - ieeexplore.ieee.org
In this paper, a statistical analysis is performed for many parameters such as Harmonic to
Nois Ratio (HNR), Pitch and Amplitude Perturbation (jitter and shimmer) was applied to …