Transformers in biosignal analysis: A review
Transformer architectures have become increasingly popular in healthcare applications.
Through outstanding performance in natural language processing and superior capability to …
Through outstanding performance in natural language processing and superior capability to …
Automated system for the detection of heart anomalies using phonocardiograms: A systematic review (2013-2023)
Phonocardiogram (PCG) signals generated by the heart contain information about heart
conditions. This review examines how PCG analysis identifies and diagnoses heart issues …
conditions. This review examines how PCG analysis identifies and diagnoses heart issues …
HPN-SOE: Infrared small target detection and identification algorithm based on heterogeneous parallel networks with similarity object enhancement
S Liu, R Wu, J Qu, Y Li - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Infrared (IR) image small target detection and identification is a massive challenge with vast
applications in essential places such as military industries and airports. Homoplastically, the …
applications in essential places such as military industries and airports. Homoplastically, the …
[PDF][PDF] Heart sound analysis using SAINet incorporating CNN and transfer learning for detecting heart diseases
S Sathyanarayanan, MK Srikanta - Journal of Wireless Mobile …, 2024 - researchgate.net
Cardiovascular disease (CVD) is the leading cause of death worldwide. Accurate and early
diagnosis of cardiovascular disease (CVD) is essential for its timely treatment and …
diagnosis of cardiovascular disease (CVD) is essential for its timely treatment and …
Heart Sound Classification Using Wavelet Analysis Approaches and Ensemble of Deep Learning Models
Analyzing the condition and function of the heart is very important because cardiovascular
diseases (CVDs) are responsible for high mortality rates worldwide and can lead to strokes …
diseases (CVDs) are responsible for high mortality rates worldwide and can lead to strokes …
SAR-CardioNet: A Network for Heart Valve Disease Detection From PCG Signal Based on Split-Self Attention With Residual Paths
Analyzing phonocardiogram (PCG) signals is getting popularity because of its noninvasive
test procedures for the early detection of heart-valve-related diseases. Unlike traditional …
test procedures for the early detection of heart-valve-related diseases. Unlike traditional …
Detection of Coronary Artery Disease Based on Clinical Phonocardiogram and Multiscale Attention Convolutional Compression Network
Heart sound is an important physiological signal that contains rich pathological information
related with coronary stenosis. Thus, some machine learning methods are developed to …
related with coronary stenosis. Thus, some machine learning methods are developed to …
A Deep Neural Network For Heart Valve Defect Classification From Synchronously Recorded ECG And PCG
Heart valve defects (HVDs) are commonly analyzed by using heart sound or
phonocardiogram (PCG) signals. In many cases, additional information along with PCG …
phonocardiogram (PCG) signals. In many cases, additional information along with PCG …
Detection of phonocardiogram event patterns in mitral valve prolapse: An automated clinically relevant explainable diagnostic framework
BS Rajeshwari, M Patra, A Sinha… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The objective of this study is to develop an automated clinically relevant diagnostic
framework for a group of cardiovascular diseases, namely, valvular heart diseases (VHDs) …
framework for a group of cardiovascular diseases, namely, valvular heart diseases (VHDs) …
Interpretable End-to-End heart sound classification
S Li, J Sun, H Yang, J Pan, T Guo, W Wang - Measurement, 2024 - Elsevier
Heart sound analysis is a non-invasive and economical technique that can aid in diagnosing
cardiovascular disease. A novel End-to-End heart sound classification method was …
cardiovascular disease. A novel End-to-End heart sound classification method was …