In Silico Clinical Trials for Cardiovascular Disease: A Finite Element and Machine Leaing Approach

by: Nenad Filipović (Editor)

Publisher: Springer

Edition: 2024th

Publication Date: 2024/7/28

Language: English

Print Length: 434 pages

ISBN-10: 3031600436

ISBN-13: 9783031600432

Book Description

This book covers in silico clinical trials of cardiovascular disease using a finite element and machine leaing approach. Part I describes the fundamentals as well as the latest developments in the field: finite element modeling, system biology modeling for drug optimization, artificial intelligence approach for medical image processing, as well as pharmacokinetic and AI modeling. Part II provides use cases to describe how in silico clinical trials of cardiovascular disease are applied to specific cardiovascular diseases: carotid artery plaque modeling, aorta stenosis modeling, stent biodegradation modeling, surrogate AI model for left ventricle modeling, and more.This book is geared toward upper-level undergraduate and graduate students as well as for researchers in the domains of bioengineering, biomechanics, biomedical engineering and medicine.

About the Author

This book covers in silico clinical trials of cardiovascular disease using a finite element and machine leaing approach. Part I describes the fundamentals as well as the latest developments in the field: finite element modeling, system biology modeling for drug optimization, artificial intelligence approach for medical image processing, as well as pharmacokinetic and AI modeling. Part II provides use cases to describe how in silico clinical trials of cardiovascular disease are applied to specific cardiovascular diseases: carotid artery plaque modeling, aorta stenosis modeling, stent biodegradation modeling, surrogate AI model for left ventricle modeling, and more.This book is geared toward upper-level undergraduate and graduate students as well as for researchers in the domains of bioengineering, biomechanics, biomedical engineering and medicine.