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Sensing, Modeling And Optimization Of Cardiac Systems - A New Generation Of Digital Twin For Heart Health Informatics

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	eBooks
Infohash	43ebe68ee9042009dd44f4620bc69c5882902034
Size:	22.6 MB in 3 files
Release Date(s):	Torrent Release: 29-08-2023 by user
Swarm:	0 Seeds & 0 Peers
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DESCRIPTION

[ DevCourseWeb.com ] Sensing, Modeling and Optimization of Cardiac Systems: A New Generation of Digital Twin for Heart Health Informatics

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English | 2023 | ISBN: 3031359518 | 96 pages | True PDF,EPUB | 22.56 MB

This book reviews the development of physics-based modeling and sensor-based data fusion for optimizing medical decision making in connection with spatiotemporal cardiovascular disease processes. To improve cardiac care services and patients’ quality of life, it is very important to detect heart diseases early and optimize medical decision making. This book introduces recent research advances in machine learning, physics-based modeling, and simulation optimization to fully exploit medical data and promote the data-driven and simulation-guided diagnosis and treatment of heart disease. Specifically, it focuses on three major topics: computer modeling of cardiovascular systems, physiological signal processing for disease diagnostics and prognostics, and simulation optimization in medical decision making. It provides a comprehensive overview of recent advances in personalized cardiac modeling by integrating physics-based knowledge of the cardiovascular system with machine learning and multi-source medical data. It also discusses the state-of-the-art in electrocardiogram (ECG) signal processing for the identification of disease-altered cardiac dynamics. Lastly, it introduces readers to the early steps of optimal decision making based on the integration of sensor-based learning and simulation optimization in the context of cardiac surgeries.

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FILE LIST

Filename		Size
	~Get Your Files Here !/Bonus Resources.txt	386 B
	~Get Your Files Here !/Sensing Modeling and Optimization of Cardiac Systems.epub	16.6 MB
	~Get Your Files Here !/Sensing Modeling and Optimization of Cardiac Systems.pdf	6 MB

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