Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification
IAPA Crisdayanti, SW Nam, SK Jung… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Goal: In light of the COVID-19 pandemic, the early diagnosis of respiratory diseases has
become increasingly crucial. Traditional diagnostic methods such as computed tomography …
become increasingly crucial. Traditional diagnostic methods such as computed tomography …
Classification of respiratory conditions using auscultation sound
QT Do, K Lipatov, HY Wang… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
Management of respiratory conditions relies on timely diagnosis and institution of
appropriate management. Computerized analysis and classification of breath sounds has a …
appropriate management. Computerized analysis and classification of breath sounds has a …
Custom-Built Deep Convolutional Neural Network for Breathing Sound Classification to Detect Respiratory Diseases
S Kamepalli, BS Rao, NCS Rao - International Conference on …, 2022 - Springer
In any living being, the respiratory system plays a vital role and is responsible for taking
oxygen required for body organs and blood. It has a substantial impact on global health …
oxygen required for body organs and blood. It has a substantial impact on global health …
Pulmonary sound analysis with deep learning for efficient respiratory disease categorization
Lung Disease treatment is crucial in the medical industry since it is the third most prevalent
cause of mortality worldwide. Recently, assistive solutions have greatly benefited from the …
cause of mortality worldwide. Recently, assistive solutions have greatly benefited from the …
Lightweight skip connections with efficient feature stacking for respiratory sound classification
Y Choi, H Choi, H Lee, S Lee, H Lee - Ieee Access, 2022 - ieeexplore.ieee.org
As the number of deaths from respiratory diseases due to COVID-19 and infectious diseases
increases, early diagnosis is necessary. In general, the diagnosis of diseases is based on …
increases, early diagnosis is necessary. In general, the diagnosis of diseases is based on …
AusculNET: A Deep Learning framework for Adventitious Lung Sounds Classification
C Papadakis, LMG Rocha, F Catthoor… - 2023 30th IEEE …, 2023 - ieeexplore.ieee.org
Auscultation with a stethoscope is the most conventional means of examining and obtaining
first insights into cardiovascular and pulmonary disorders. Although being noninvasive and …
first insights into cardiovascular and pulmonary disorders. Although being noninvasive and …
[HTML][HTML] Respiratory Sound Classification by Applying Deep Neural Network with a Blocking Variable
R Yang, K Lv, Y Huang, M Sun, J Li, J Yang - Applied Sciences, 2023 - mdpi.com
Respiratory diseases are leading causes of death worldwide, and failure to detect diseases
at an early stage can threaten people's lives. Previous research has pointed out that deep …
at an early stage can threaten people's lives. Previous research has pointed out that deep …
Multi spectral feature extraction to improve lung sound classification using CNN
D Kumar - 2023 10th International Conference on Signal …, 2023 - ieeexplore.ieee.org
The principal method for screening and diagnosing lung disorders is auscultation of
respiratory sounds. In the medical field, automated auscultation is a new research field that …
respiratory sounds. In the medical field, automated auscultation is a new research field that …
[PDF][PDF] Efficiently classifying lung sounds through depthwise separable CNN models with fused STFT and MFCC features. Diagnostics 2021; 11: 732
Lung sounds remain vital in clinical diagnosis as they reveal associations with pulmonary
pathologies. With COVID-19 spreading across the world, it has become more pressing for …
pathologies. With COVID-19 spreading across the world, it has become more pressing for …
[HTML][HTML] Efficiently classifying lung sounds through depthwise separable CNN models with fused STFT and MFCC features
Lung sounds remain vital in clinical diagnosis as they reveal associations with pulmonary
pathologies. With COVID-19 spreading across the world, it has become more pressing for …
pathologies. With COVID-19 spreading across the world, it has become more pressing for …