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Computational Modeling of Patient-specific Cardiac Mechanics with Model Reduction-based Parameter Estimation and Applications to Novel Heart Assist Technologies

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Release : 2019
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Kind : eBook
Book Rating : 270/5 ( reviews)

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Book Synopsis Computational Modeling of Patient-specific Cardiac Mechanics with Model Reduction-based Parameter Estimation and Applications to Novel Heart Assist Technologies by : Marc Hirschvogel

Download or read book Computational Modeling of Patient-specific Cardiac Mechanics with Model Reduction-based Parameter Estimation and Applications to Novel Heart Assist Technologies written by Marc Hirschvogel. This book was released on 2019. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence for Computational Modeling of the Heart

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Release : 2019-11-25
Genre : Science
Kind : eBook
Book Rating : 951/5 ( reviews)

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Book Synopsis Artificial Intelligence for Computational Modeling of the Heart by : Tommaso Mansi

Download or read book Artificial Intelligence for Computational Modeling of the Heart written by Tommaso Mansi. This book was released on 2019-11-25. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence for Computational Modeling of the Heart presents recent research developments towards streamlined and automatic estimation of the digital twin of a patient's heart by combining computational modeling of heart physiology and artificial intelligence. The book first introduces the major aspects of multi-scale modeling of the heart, along with the compromises needed to achieve subject-specific simulations. Reader will then learn how AI technologies can unlock robust estimations of cardiac anatomy, obtain meta-models for real-time biophysical computations, and estimate model parameters from routine clinical data. Concepts are all illustrated through concrete clinical applications. - Presents recent advances in computational modeling of heart function and artificial intelligence technologies for subject-specific applications - Discusses AI-based technologies for robust anatomical modeling from medical images, data-driven reduction of multi-scale cardiac models, and estimations of physiological parameters from clinical data - Illustrates the technology through concrete clinical applications and discusses potential impacts and next steps needed for clinical translation

Computational Cardiovascular Mechanics

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Release : 2010-01-08
Genre : Technology & Engineering
Kind : eBook
Book Rating : 300/5 ( reviews)

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Book Synopsis Computational Cardiovascular Mechanics by : Julius M. Guccione

Download or read book Computational Cardiovascular Mechanics written by Julius M. Guccione. This book was released on 2010-01-08. Available in PDF, EPUB and Kindle. Book excerpt: Computational Cardiovascular Mechanics provides a cohesive guide to creating mathematical models for the mechanics of diseased hearts to simulate the effects of current treatments for heart failure. Clearly organized in a two part structure, this volume discusses various areas of computational modeling of cardiovascular mechanics (finite element modeling of ventricular mechanics, fluid dynamics) in addition to a description an analysis of the current applications used (solid FE modeling, CFD). Edited by experts in the field, researchers involved with biomedical and mechanical engineering will find Computational Cardiovascular Mechanics a valuable reference.

Patient-specific Hemodynamic Computations: Application to Personalized Diagnosis of Cardiovascular Pathologies

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Release : 2017-05-31
Genre : Medical
Kind : eBook
Book Rating : 531/5 ( reviews)

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Book Synopsis Patient-specific Hemodynamic Computations: Application to Personalized Diagnosis of Cardiovascular Pathologies by : Lucian Mihai Itu

Download or read book Patient-specific Hemodynamic Computations: Application to Personalized Diagnosis of Cardiovascular Pathologies written by Lucian Mihai Itu. This book was released on 2017-05-31. Available in PDF, EPUB and Kindle. Book excerpt: Hemodynamic computations represent a state-of-the-art approach for patient-specific assessment of cardiovascular pathologies. The book presents the development of reduced-order multiscale hemodynamic models for coronary artery disease, aortic coarctation and whole body circulation, which can be applied in routine clinical settings for personalized diagnosis. Specific parameter estimation frameworks are introduced for calibrating the parameters of the models and high performance computing solutions are employed to reduce their execution time. The personalized computational models are validated against patient-specific measurements. The book is written for scientists in the field of biomedical engineering focusing on the cardiovascular system, as well as for research-oriented physicians in cardiology and industrial players in the field of healthcare technologies.

Patient-Specific Modeling of the Cardiovascular System

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Release : 2010-09-03
Genre : Science
Kind : eBook
Book Rating : 919/5 ( reviews)

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Book Synopsis Patient-Specific Modeling of the Cardiovascular System by : Roy C.P. Kerckhoffs

Download or read book Patient-Specific Modeling of the Cardiovascular System written by Roy C.P. Kerckhoffs. This book was released on 2010-09-03. Available in PDF, EPUB and Kindle. Book excerpt: Peter Hunter Computational physiology for the cardiovascular system is entering a new and exciting phase of clinical application. Biophysically based models of the human heart and circulation, based on patient-specific anatomy but also informed by po- lation atlases and incorporating a great deal of mechanistic understanding at the cell, tissue, and organ levels, offer the prospect of evidence-based diagnosis and treatment of cardiovascular disease. The clinical value of patient-specific modeling is well illustrated in application areas where model-based interpretation of clinical images allows a more precise analysis of disease processes than can otherwise be achieved. For example, Chap. 6 in this volume, by Speelman et al. , deals with the very difficult problem of trying to predict whether and when an abdominal aortic aneurysm might burst. This requires automated segmentation of the vascular geometry from magnetic re- nance images and finite element analysis of wall stress using large deformation elasticity theory applied to the geometric model created from the segmentation. The time-varying normal and shear stress acting on the arterial wall is estimated from the arterial pressure and flow distributions. Thrombus formation is identified as a potentially important contributor to changed material properties of the arterial wall. Understanding how the wall adapts and remodels its material properties in the face of changes in both the stress loading and blood constituents associated with infl- matory processes (IL6, CRP, MMPs, etc.

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