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A systematic survey of computer-aided diagnosis in medicine: Past and present developments
J Yanase, E Triantaphyllou - Expert Systems with Applications, 2019 - Elsevier
Computer-aided diagnosis (CAD) in medicine is the result of a large amount of effort
expended in the interface of medicine and computer science. As some CAD systems in …
expended in the interface of medicine and computer science. As some CAD systems in …
Algorithms for automatic analysis and classification of heart sounds–a systematic review
Cardiovascular diseases currently pose the highest threat to human health around the
world. Proper investigation of the abnormalities in heart sounds is known to provide vital …
world. Proper investigation of the abnormalities in heart sounds is known to provide vital …
An open access database for the evaluation of heart sound algorithms
In the past few decades, analysis of heart sound signals (ie the phonocardiogram or PCG),
especially for automated heart sound segmentation and classification, has been widely …
especially for automated heart sound segmentation and classification, has been widely …
Logistic regression-HSMM-based heart sound segmentation
The identification of the exact positions of the first and second heart sounds within a
phonocardiogram (PCG), or heart sound segmentation, is an essential step in the automatic …
phonocardiogram (PCG), or heart sound segmentation, is an essential step in the automatic …
Ensemble of feature-based and deep learning-based classifiers for detection of abnormal heart sounds
The goal of the 2016 PhysioNet/CinC Challenge is the development of an algorithm to
classify normal/abnormal heart sounds. A total of 124 time-frequency features were …
classify normal/abnormal heart sounds. A total of 124 time-frequency features were …
Review on the advancements of stethoscope types in chest auscultation
JJ Seah, J Zhao, DY Wang, HP Lee - Diagnostics, 2023 - mdpi.com
Stethoscopes were originally designed for the auscultation of a patient's chest for the
purpose of listening to lung and heart sounds. These aid medical professionals in their …
purpose of listening to lung and heart sounds. These aid medical professionals in their …
Heartbeat sound signal classification using deep learning
Presently, most deaths are caused by heart disease. To overcome this situation, heartbeat
sound analysis is a convenient way to diagnose heart disease. Heartbeat sound …
sound analysis is a convenient way to diagnose heart disease. Heartbeat sound …
Radar-based heart sound detection
This paper introduces heart sound detection by radar systems, which enables touch-free
and continuous monitoring of heart sounds. The proposed measurement principle entails …
and continuous monitoring of heart sounds. The proposed measurement principle entails …
Heart sound classification based on log Mel-frequency spectral coefficients features and convolutional neural networks
H Kui, J Pan, R Zong, H Yang, W Wang - Biomedical Signal Processing …, 2021 - Elsevier
In view of the important role of heart sound signals in diagnosing and preventing congenital
heart disease, a novel method about feature extraction and classification of heart sound …
heart disease, a novel method about feature extraction and classification of heart sound …
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 …