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 …
Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds
This study proposes an accurate asthma detection model using an attention network and
machine learning technique. The objective of this study is the automated detection of asthma …
machine learning technique. The objective of this study is the automated detection of asthma …
Analysis of acoustic features for speech sound based classification of asthmatic and healthy subjects
Non-speech sounds (cough, wheeze) are typically known to perform better than speech
sounds for asthmatic and healthy subject classification. In this work, we use sustained …
sounds for asthmatic and healthy subject classification. In this work, we use sustained …
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 …
An Accelerometer-Based Wearable Patch for Robust Respiratory Rate and Wheeze Detection Using Deep Learning
Wheezing is a critical indicator of various respiratory conditions, including asthma and
chronic obstructive pulmonary disease (COPD). Current diagnosis relies on subjective lung …
chronic obstructive pulmonary disease (COPD). Current diagnosis relies on subjective lung …
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 …
Robust respiratory disease classification using breathing sounds (RRDCBS) multiple features and models
A Revathi, N Sasikaladevi, D Arunprasanth… - Neural Computing and …, 2022 - Springer
Classification of respiratory diseases using X-ray and CT scan images of lungs is currently
practised and used by many medical practitioners for clinical diagnosis. Respiratory disease …
practised and used by many medical practitioners for clinical diagnosis. Respiratory disease …
Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough …
Asthma is a common disease. The clinical diagnosis is usually confirmed on a pulmonary
function test, which is not always readily accessible. We aimed to develop a computationally …
function test, which is not always readily accessible. We aimed to develop a computationally …
Wheezing sound separation based on informed inter-segment non-negative matrix partial co-factorization
J De La Torre Cruz, FJ Canadas Quesada… - Sensors, 2020 - mdpi.com
Wheezing reveals important cues that can be useful in alerting about respiratory disorders,
such as Chronic Obstructive Pulmonary Disease. Early detection of wheezing through …
such as Chronic Obstructive Pulmonary Disease. Early detection of wheezing through …
Multichannel lung sound analysis to detect severity of lung disease in cystic fibrosis
Abstract Objective Respiratory disease in Cystic fibrosis (CF) patients is one of the main
causes of the reduction in pulmonary function and death. The primary goals of CF treatment …
causes of the reduction in pulmonary function and death. The primary goals of CF treatment …