Computerized lung sound based classification of asthma and chronic obstructive pulmonary disease (COPD)
NS Haider, AK Behera - Biocybernetics and Biomedical Engineering, 2022 - Elsevier
Diagnostic ambiguity between chronic pulmonary diseases like asthma and Chronic
Obstructive Pulmonary Disease (COPD) is very high, as they exhibit similar symptoms …
Obstructive Pulmonary Disease (COPD) is very high, as they exhibit similar symptoms …
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 …
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 …
Lung SoundNet: SUSCC LSTM− A novel approach for automated lung sound diagnosis
C Singh, M Gaur - Biomedical Signal Processing and Control, 2025 - Elsevier
Lung diseases encompass a broad spectrum of conditions affecting respiratory health,
ranging from chronic obstructive pulmonary disease (COPD) and influenza to pneumonia …
ranging from chronic obstructive pulmonary disease (COPD) and influenza to pneumonia …
Automated Chronic Obstructive Pulmonary Disease (COPD) detection and classification using Mayfly optimization with deep belief network model
EC Dally, BB Rekha - Biomedical Signal Processing and Control, 2024 - Elsevier
Abstract Chronic Obstructive Pulmonary Disease (COPD) is a progressive and debilitating
respiratory condition affecting millions worldwide. Respiratory disease affects quality of life …
respiratory condition affecting millions worldwide. Respiratory disease affects quality of life …
SOUNDNet: Leveraging Deep Learning for the Severity Classification of Chronic Obstructive Pulmonary Disease Based on Lung Sound Analysis
Chronic obstructive pulmonary disease, commonly known as COPD, is a significant and
prevalent health concern impacting individuals globally. The suggested study presents a …
prevalent health concern impacting individuals globally. The suggested study presents a …
A Deep Learning Framework for Multiclass Categorization of Pulmonary Diseases
GR Khanaghavalle, A Manoj… - … on Communication & …, 2023 - ieeexplore.ieee.org
Lung diseases such as pulmonary disease affect the lungs and respiratory organs which
causes trouble in breathing and blocks the airflow in the body. This disease may be caused …
causes trouble in breathing and blocks the airflow in the body. This disease may be caused …
The Relevance of Auscultation Site in Healthy versus Restrictive Pulmonary Disease Classification
The aim of this study was to perform a quantitative analysis to assess the relevance of the
auscultation site on the chest wall in classifying restrictive lung diseases versus the healthy …
auscultation site on the chest wall in classifying restrictive lung diseases versus the healthy …
Cnn networks to classify cardiopulmonary signals redes cnn en clasificación de senales cardiopulmonares
P Mayorga, JA Valdez, C Druzgalski… - 2022 Global Medical …, 2022 - ieeexplore.ieee.org
At the moment, the world lives in a pandemic situation of COVID-19 and related variants,
driving urgent needs for expanded assessments. A complementary support of related …
driving urgent needs for expanded assessments. A complementary support of related …
Feature Selection for Differential Diagnosis of Asthma and COPD: A Preliminary Study
Asthma and chronic obstructive pulmonary disease (COPD) are two obstructive pulmonary
diseases whose differential diagnosis is difficult due to overlapping symptoms and …
diseases whose differential diagnosis is difficult due to overlapping symptoms and …