Early Screening of Valvular Heart Disease Prediction using CNN-based Mobile Network

Author:

Roy Tanmay Sinha1,Roy Joyanta Kumar2,Mandal Nirupama3

Affiliation:

1. Haldia Institute of Technology,Department of Electrical Engineering,West Bengal,India

2. Eureka Scientech Research Foundation,Kolkata,India

3. IIT(ISM),Department of Electronics Engineering,Dhanbad,India

Publisher

IEEE

Reference35 articles.

1. PCG Signal Analysis using Discrete Wavelet Transform;kumar dewangan;International Journal of Advanced Engineering Sciences and Technology,2018

2. Heart Sound Classification Using Deep Structured Features

3. An expert system for diagnosis of the heart valve diseases

4. Classification of Acoustic Physiological Signals Based on Deep Learning Neural Networks with Augmented Features

5. Biomedical Signal Processing;rao;International Journal of Electrical Electronics and Data Communication (IJEEDC),2019

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1. Improvement in the performance of deep learning based on CNN to classify the heart sound by evaluating hyper-parameters;Soft Computing;2024-08-07

2. Research on Infrared Image Simulation Method Based on Multi-auxiliary Task Style Transfer Networks;2024 4th International Conference on Neural Networks, Information and Communication (NNICE);2024-01-19

3. Recent Advances in PCG Signal Analysis using AI: A Review;International Journal on Smart Sensing and Intelligent Systems;2024-01-01

4. Valvular Heart Disease Prediction Using CNN-based Residual Network;2023 16th International Conference on Sensing Technology (ICST);2023-12-17

5. Design and development of electronic stethoscope for early screening of valvular heart disease prediction;Biomedical Signal Processing and Control;2023-09

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