The electronic stethoscope
Most heart diseases are associated with and reflected by the sounds that the heart
produces. Heart auscultation, defined as listening to the heart sound, has been a very …
produces. Heart auscultation, defined as listening to the heart sound, has been a very …
Heart sound classification based on improved MFCC features and convolutional recurrent neural networks
Heart sound classification plays a vital role in the early detection of cardiovascular disorders,
especially for small primary health care clinics. Despite that much progress has been made …
especially for small primary health care clinics. Despite that much progress has been made …
Phonocardiographic sensing using deep learning for abnormal heartbeat detection
Deep learning-based cardiac auscultation is of significant interest to the healthcare
community as it can help reducing the burden of manual auscultation with automated …
community as it can help reducing the burden of manual auscultation with automated …
Deep CardioSound-An Ensembled Deep Learning Model for Heart Sound MultiLabelling
Heart sound diagnosis and classification play an essential role in detecting cardiovascular
disorders, especially when the remote diagnosis becomes standard clinical practice. Most of …
disorders, especially when the remote diagnosis becomes standard clinical practice. Most of …
Deep neural networks for the recognition and classification of heart murmurs using neuromorphic auditory sensors
JP Dominguez-Morales… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Auscultation is one of the most used techniques for detecting cardiovascular diseases,
which is one of the main causes of death in the world. Heart murmurs are the most common …
which is one of the main causes of death in the world. Heart murmurs are the most common …
Towards the classification of heart sounds based on convolutional deep neural network
Background and objective Heart sound contains various important quantities that help early
detection of heart diseases. Many methods have been proposed so far where various signal …
detection of heart diseases. Many methods have been proposed so far where various signal …
Deep Learning methods for classification of certain abnormalities in Echocardiography
This article experiments with deep learning methodologies in echocardiogram (echo), a
promising and vigorously researched technique in the preponderance field. This paper …
promising and vigorously researched technique in the preponderance field. This paper …
Intelligent diagnosis of heart murmurs in children with congenital heart disease
J Wang, T You, K Yi, Y Gong, Q Xie… - Journal of healthcare …, 2020 - Wiley Online Library
Heart auscultation is a convenient tool for early diagnosis of heart diseases and is being
developed to be an intelligent tool used in online medicine. Currently, there are few studies …
developed to be an intelligent tool used in online medicine. Currently, there are few studies …
A novel embedded system design for the detection and classification of cardiac disorders
Phonocardiogram (PCG) signals hold significant prognostic and diagnostic information
about cardiac health. Numerous PCG or heart sound based automated detection algorithms …
about cardiac health. Numerous PCG or heart sound based automated detection algorithms …
Deep Learning Algorithms to Detect Murmurs Associated With Structural Heart Disease
Background The success of cardiac auscultation varies widely among medical
professionals, which can lead to missed treatments for structural heart disease. Applying …
professionals, which can lead to missed treatments for structural heart disease. Applying …