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Cardiovascular Sound Classification Using Neural Architectures and Deep Learning for Advancing Cardiac Wellness

Deepak Mahto Sudhakar Kumar Sunil KSingh Amit Chhabra Irfan Ahmad Khan Varsha Arya Wadee Alhalabi Brij B.Gupta Bassma Saleh Alsulami

Computer Modeling in Engineering & Sciences2025，Vol.143Issue(6)：P.3743-3767,25.

Computer Modeling in Engineering & Sciences2025，Vol.143Issue(6)：P.3743-3767,25.DOI:10.32604/cmes.2025.063427

Cardiovascular Sound Classification Using Neural Architectures and Deep Learning for Advancing Cardiac Wellness

Deepak Mahto ¹Sudhakar Kumar ¹Sunil KSingh ¹Amit Chhabra ¹Irfan Ahmad Khan ²Varsha Arya ³Wadee Alhalabi ⁴Brij B.Gupta ⁵Bassma Saleh Alsulami⁶

作者信息

1. Department of CSE,Chandigarh College of Engineering and Technology,Panjab University,Chandigarh,160019,India
2. Department of ECE,Chandigarh College of Engineering and Technology,Panjab University,Chandigarh,160019,India
3. Department of Electronic Engineering and Computer Science,Hong Kong Metropolitan University,Hong Kong SAR,999077,China Center for Interdisciplinary Research,University of Petroleum and Energy Studies(UPES),Dehradun,248007,India
4. Immersive Virtual Reality Research Group,Department of Computer Science,King Abdulaziz University,Jeddah,21589,Saudi Arabia
5. Department of Computer Science and Information Engineering,Asia University,Taichung,413305,Taiwan,China Department of Medical Research,China Medical University Hospital,China Medical University,Taichung,40447,Taiwan,China Symbiosis Centre for Information Technology(SCIT),Symbiosis International University,Pune,411057,India School of Cybersecurity,Korea University,Seoul,02841,Republic of Korea
6. Faculty of computing and Information Technology,King Abdulaziz University,Jeddah,21589,Saudi Arabia
折叠

摘要

关键词

Healthy society/cardiovascular system/spectrogram/FastAI/audio signals/computer vision/neural network

分类

管理科学

引用本文复制引用

Deepak Mahto,Sudhakar Kumar,Sunil KSingh,Amit Chhabra,Irfan Ahmad Khan,Varsha Arya,Wadee Alhalabi,Brij B.Gupta,Bassma Saleh Alsulami..Cardiovascular Sound Classification Using Neural Architectures and Deep Learning for Advancing Cardiac Wellness[J].Computer Modeling in Engineering & Sciences,2025,143(6):P.3743-3767,25.

基金项目

funded by the deanship of scientific research(DSR),King Abdulaziz University,Jeddah,under grant No.(G-1436-611-309). （DSR）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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