Lung sounds classification using convolutional neural networks
D Bardou, K Zhang, SM Ahmad - Artificial intelligence in medicine, 2018 - Elsevier
Lung sounds convey relevant information related to pulmonary disorders, and to evaluate
patients with pulmonary conditions, the physician or the doctor uses the traditional …
patients with pulmonary conditions, the physician or the doctor uses the traditional …
A telemedicine tool framework for lung sounds classification using ensemble classifier algorithms
Telemedicine is one of the medical services related to information exchange tools (eHealth).
In recent years, the monitoring and classification of acoustic signals of respiratory-related …
In recent years, the monitoring and classification of acoustic signals of respiratory-related …
Improvise approach for respiratory pathologies classification with multilayer convolutional neural networks
Every respiratory-related checkup includes audio samples collected from the individual,
collected through different tools (sonograph, stethoscope). This audio is analyzed to identify …
collected through different tools (sonograph, stethoscope). This audio is analyzed to identify …
Extraction of low-dimensional features for single-channel common lung sound classification
In this study, feature extraction methods used in the classification of single-channel lung
sounds obtained by automatic identification of respiratory cycles were examined in detail in …
sounds obtained by automatic identification of respiratory cycles were examined in detail in …
ESP8266-based Real-time Auscultation Sound Classification
S Abhishek, A Ananthapadmanabhan… - … Computing and Data …, 2023 - ieeexplore.ieee.org
This study offers a promising technique for the categorization of respiratory sounds, which
may significantly impact healthcare outcomes. This system's deployment is possible in …
may significantly impact healthcare outcomes. This system's deployment is possible in …
Combined use of nonlinear measures for analyzing pathological voices
KM Muraleedharan, KTB Kumar, S John… - International Journal of …, 2024 - World Scientific
Automatic voice pathology detection enables an objective assessment of pathologies that
influence the voice production strategy. By utilizing the conventional pipeline model as well …
influence the voice production strategy. By utilizing the conventional pipeline model as well …
Evaluating the effectiveness of inhaler use among copd patients via recording and processing cough and breath sounds from smartphones
A Windmon, S Chellappan, PR Athilingam - … Computing, Applications, and …, 2020 - Springer
Abstract Chronic Obstructive Pulmonary Disease (COPD) is a major health concern for
elders today. Chronic cough and wheezing, which occur in the lungs as a result of mucus …
elders today. Chronic cough and wheezing, which occur in the lungs as a result of mucus …
Performance evaluation of an intelligent lung sound classifier based on an enhanced MFCC model
The rate at which technology grew in the past years is unbelievably fast and astounding.
However, chronic illnesses like respiratory diseases remains a common and widely …
However, chronic illnesses like respiratory diseases remains a common and widely …
[PDF][PDF] Gömülü ve Sarıcı Öznitelik Seçim Yöntemleri Kullanılarak Akciğer Rahatsızlıklarının Tespiti
Son yıllarda biyomedikal sinyal işleme alanındaki gelişmelere rağmen, akciğer
rahatsızlıklarının tespiti üzerine hızlı ve yüksek doğrulukta çalışan teşhis sistemlerine …
rahatsızlıklarının tespiti üzerine hızlı ve yüksek doğrulukta çalışan teşhis sistemlerine …
Breath Sounds Recognition and Classification for Respiration System Diseases
L Liu, W Li, C Jiang - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
One of the most common reasons for children consulting a general practitioner is respiratory
morbidity. For healthcare providers, listening to breath sounds is an important diagnose …
morbidity. For healthcare providers, listening to breath sounds is an important diagnose …