E2E Multi-Scale CNN with LSTM for Murmur Detection in PCG or Noise Identification-Reference-Cited by-同舟云学术

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E2E Multi-Scale CNN with LSTM for Murmur Detection in PCG or Noise Identification

Published:2023-12-30 Issue: Volume: Page:1-6
ISSN:
Container-title:2023 International Conference on Electrical, Communication and Computer Engineering (ICECCE)
language:
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Author:

Kamson Alex Paul¹,Crecsilla Lewis Macline¹,Vishnu Sunil B N²,Jeevannavar Satish S³,Sawant Akshay¹,Ghosh Prasanta Kumar⁴

Affiliation:

1. Ai Health Highway India Pvt Ltd,Department of AIML,Bangalore,India

2. Ovum Hospital,Department of Medicine,Bangalore,India

3. Ai Health Highway India Pvt Ltd,Bangalore,India

4. Indian Institute of Science (IISc),Department of Electrical Engineering (EE),Bangalore,India

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10441786/10441790/10442725.pdf?arnumber=10442725

Reference20 articles.

1. Anatomy and physiology in health and illness E-book;Waugh;Elsevier Health Sciences,2014

2. Heart sound classification using wavelet scattering transform and support vector machine

3. Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022

4. Heart sound classification using signal processing and machine learning algorithms

5. A Federated Learning Paradigm for Heart Sound Classification

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