An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise

Author:

Ali Shams Nafisa1ORCID,Shuvo Samiul Based1ORCID,Al-Manzo Muhammad Ishtiaque Sayeed2,Hasan Anwarul3,Hasan Taufiq1ORCID

Affiliation:

1. Department of Biomedical Engineering, MHealth Laboratory, Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh

2. Department of Cardiac Surgery, National Heart Foundation Hospital and Research Institute, Mirpur, Dhaka, Bangladesh

3. Department of Mechanical and Industrial Engineering, Qatar University, Doha, Qatar

Funder

Qatar National Library

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference62 articles.

1. Speech Denoising in the Waveform Domain With Self-Attention

2. Wave-U-Net: A multi-scale neural network for end-to-end audio source separation;stoller;arXiv 1806 03185,2018

3. An innovative multi-level singular value decomposition and compressed sensing based framework for noise removal from heart sounds

4. U-Net: Convolutional networks for biomedical image segmentation;ronneberger;Proc MICCAI,2015

5. CP-GAN: Context Pyramid Generative Adversarial Network for Speech Enhancement

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3