[HTML][HTML] Deep learning-based lung sound analysis for intelligent stethoscope
Auscultation is crucial for the diagnosis of respiratory system diseases. However, traditional
stethoscopes have inherent limitations, such as inter-listener variability and subjectivity, and …
stethoscopes have inherent limitations, such as inter-listener variability and subjectivity, and …
[HTML][HTML] Acoustic-based deep learning architectures for lung disease diagnosis: A comprehensive overview
AH Sfayyih, AH Sabry, SM Jameel, N Sulaiman… - Diagnostics, 2023 - mdpi.com
Lung auscultation has long been used as a valuable medical tool to assess respiratory
health and has gotten a lot of attention in recent years, notably following the coronavirus …
health and has gotten a lot of attention in recent years, notably following the coronavirus …
An end-to-end deep learning framework for real-time denoising of heart sounds for cardiac disease detection in unseen noise
The heart sound signals captured via a digital stethoscope are often distorted by
environmental and physiological noise, altering their salient and critical properties. The …
environmental and physiological noise, altering their salient and critical properties. The …
[HTML][HTML] A review on lung disease recognition by acoustic signal analysis with deep learning networks
AH Sfayyih, N Sulaiman, AH Sabry - Journal of big Data, 2023 - Springer
Recently, assistive explanations for difficulties in the health check area have been made
viable thanks in considerable portion to technologies like deep learning and machine …
viable thanks in considerable portion to technologies like deep learning and machine …
A multi-center clinical trial for wireless stethoscope-based diagnosis and prognosis of children community-acquired pneumonia
Community-Acquired Pneumonia (CAP) is a significant cause of child mortality globally, due
to the lack of ubiquitous monitoring methods. Clinically, the wireless stethoscope can be a …
to the lack of ubiquitous monitoring methods. Clinically, the wireless stethoscope can be a …
A contrastive embedding-based domain adaptation method for lung sound recognition in children community-acquired pneumonia
Lung sound analysis has been used for assessing the lung conditions of children with
community-acquired pneumonia (CAP). However, the inconsistent data distribution, caused …
community-acquired pneumonia (CAP). However, the inconsistent data distribution, caused …
[HTML][HTML] Digital pulmonology practice with phonopulmography leveraging artificial intelligence: future perspectives using dual microwave acoustic sensing and …
AK Sethi, P Muddaloor, P Anvekar, J Agarwal, A Mohan… - Sensors, 2023 - mdpi.com
Respiratory disorders, being one of the leading causes of disability worldwide, account for
constant evolution in management technologies, resulting in the incorporation of artificial …
constant evolution in management technologies, resulting in the incorporation of artificial …
[HTML][HTML] An ambient denoising method based on multi-channel non-negative matrix factorization for wheezing detection
AJ Muñoz-Montoro, P Revuelta-Sanz… - The Journal of …, 2023 - Springer
In this paper, a parallel computing method is proposed to perform the background denoising
and wheezing detection from a multi-channel recording captured during the auscultation …
and wheezing detection from a multi-channel recording captured during the auscultation …
Reference free auscultation quality metric and its trends
A Kala, ED McCollum, M Elhilali - Biomedical signal processing and control, 2023 - Elsevier
Stethoscopes are used ubiquitously in clinical settings to 'listen'to lung sounds. The use of
these systems in a variety of healthcare environments (hospitals, urgent care rooms, private …
these systems in a variety of healthcare environments (hospitals, urgent care rooms, private …
[PDF][PDF] Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma
Existing audio-based asthma monitoring solutions rely on feature engineering designs
paired with contact-based auscultation which are brittle in practice and do not scale beyond …
paired with contact-based auscultation which are brittle in practice and do not scale beyond …