Raw Waveform-Based Custom Scalogram CRNN in Cardiac Abnormality Diagnosis

Raw Waveform-Based Custom Scalogram CRNN in Cardiac Abnormality Diagnosis

Cardiovascular disease is a significant cause of death worldwide, emphasizing the crucial need for timely detection and diagnosis of heart abnormalities. This study presents a new approach that utilizes deep learning models to diagnose cardiac issues by analyzing raw phonocardiogram (PCG) signals. T...

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Bibliographic Details
Main Authors: Kodali Radha, Mohan Bansal, Rajeev Sharma
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Phonocardiogram signals
cardiovascular disease
recurrent neural networks
wavelet scattering transform
custom scalogram-based CRNN
Bayesian optimization
Online Access:https://ieeexplore.ieee.org/document/10409163/

Internet

https://ieeexplore.ieee.org/document/10409163/

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