Patient Specific Modeling Of The Cardiovascular System

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Patient-Specific Modeling of the Cardiovascular System

Author : Roy C.P. Kerckhoffs
Publisher : Springer Science & Business Media
Page : 240 pages
File Size : 42,9 Mb
Release : 2010-09-03
Category : Science
ISBN : 9781441966919

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Patient-Specific Modeling of the Cardiovascular System by Roy C.P. Kerckhoffs Pdf

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.

Patient-Specific Modeling of the Cardiovascular System

Author : Roy C.P. Kerckhoffs
Publisher : Springer
Page : 240 pages
File Size : 54,6 Mb
Release : 2010-09-09
Category : Science
ISBN : 1441966900

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Patient-Specific Modeling of the Cardiovascular System by Roy C.P. Kerckhoffs Pdf

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.

Mathematical Modelling of the Human Cardiovascular System

Author : Alfio Quarteroni,Luca Dede',Andrea Manzoni,Christian Vergara
Publisher : Cambridge University Press
Page : 291 pages
File Size : 53,8 Mb
Release : 2019-05-09
Category : Mathematics
ISBN : 9781108480390

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Mathematical Modelling of the Human Cardiovascular System by Alfio Quarteroni,Luca Dede',Andrea Manzoni,Christian Vergara Pdf

Addresses the mathematical and numerical modelling of the human cardiovascular system, from patient data to clinical applications.

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

Author : Lucian Mihai Itu,Puneet Sharma,Constantin Suciu
Publisher : Springer
Page : 227 pages
File Size : 42,5 Mb
Release : 2017-05-31
Category : Medical
ISBN : 9783319568539

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Patient-specific Hemodynamic Computations: Application to Personalized Diagnosis of Cardiovascular Pathologies by Lucian Mihai Itu,Puneet Sharma,Constantin Suciu Pdf

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.

3-Dimensional Modeling in Cardiovascular Disease

Author : Evan M. Zahn
Publisher : Elsevier Health Sciences
Page : 214 pages
File Size : 46,5 Mb
Release : 2019-09-14
Category : Medical
ISBN : 9780323653923

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3-Dimensional Modeling in Cardiovascular Disease by Evan M. Zahn Pdf

Written by physicians and surgeons, imaging specialists, and medical technology engineers, and edited by Dr. Evan M. Zahn of the renowned Cedars-Sinai Heart Institute, this concise, focused volume covers must-know information in this new and exciting field. Covering everything from the evolution of 3D modeling in cardiac disease to the various roles of 3D modeling in cardiology to cardiac holography and 3D bioprinting, 3-Dimensional Modeling in Cardiovascular Disease is a one-stop resource for physicians, cardiologists, radiologists, and engineers who work with patients, support care providers, and perform research. Provides history and context for the use of 3D printing in cardiology settings, discusses how to use it to plan and evaluate treatment, explains how it can be used as an education resource, and explores its effectiveness with medical interventions. Presents specific uses for 3D modeling of the heart, examines whether it improves outcomes, and explores 3D bioprinting. Consolidates today’s available information and guidance into a single, convenient resource.

Mathematical and Numerical Modeling of the Cardiovascular System and Applications

Author : Daniele Boffi,Luca F. Pavarino,Gianluigi Rozza,Simone Scacchi,Christian Vergara
Publisher : Springer
Page : 243 pages
File Size : 40,7 Mb
Release : 2018-11-03
Category : Mathematics
ISBN : 9783319966496

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Mathematical and Numerical Modeling of the Cardiovascular System and Applications by Daniele Boffi,Luca F. Pavarino,Gianluigi Rozza,Simone Scacchi,Christian Vergara Pdf

The book comprises contributions by some of the most respected scientists in the field of mathematical modeling and numerical simulation of the human cardiocirculatory system. It covers a wide range of topics, from the assimilation of clinical data to the development of mathematical and computational models, including with parameters, as well as their efficient numerical solution, and both in-vivo and in-vitro validation. It also considers applications of relevant clinical interest. This book is intended for graduate students and researchers in the field of bioengineering, applied mathematics, computer, computational and data science, and medicine wishing to become involved in the highly fascinating task of modeling the cardiovascular system.

Modeling the Heart and the Circulatory System

Author : Alfio Quarteroni
Publisher : Unknown
Page : 128 pages
File Size : 41,8 Mb
Release : 2015
Category : Electronic
ISBN : 3319052314

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Modeling the Heart and the Circulatory System by Alfio Quarteroni Pdf

The book comprises contributions by some of the most respected scientists in the field of mathematical modeling and numerical simulation of the human cardiocirculatory system. The contributions cover a wide range of topics, from the preprocessing of clinical data to the development of mathematical equations, their numerical solution, and both in-vivo and in-vitro validation. They discuss the flow in the systemic arterial tree and the complex electro-fluid-mechanical coupling in the human heart. Many examples of patient-specific simulations are presented. This book is addressed to all scientists interested in the mathematical modeling and numerical simulation of the human cardiocirculatory system.

Cardiovascular Biomechanics

Author : Peter R. Hoskins,Patricia V. Lawford,Barry J. Doyle
Publisher : Springer
Page : 462 pages
File Size : 54,6 Mb
Release : 2017-02-16
Category : Medical
ISBN : 9783319464077

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Cardiovascular Biomechanics by Peter R. Hoskins,Patricia V. Lawford,Barry J. Doyle Pdf

This book provides a balanced presentation of the fundamental principles of cardiovascular biomechanics research, as well as its valuable clinical applications. Pursuing an integrated approach at the interface of the life sciences, physics and engineering, it also includes extensive images to explain the concepts discussed. With a focus on explaining the underlying principles, this book examines the physiology and mechanics of circulation, mechanobiology and the biomechanics of different components of the cardiovascular system, in-vivo techniques, in-vitro techniques, and the medical applications of this research. Written for undergraduate and postgraduate students and including sample problems at the end of each chapter, this interdisciplinary text provides an essential introduction to the topic. It is also an ideal reference text for researchers and clinical practitioners, and will benefit a wide range of students and researchers including engineers, physicists, biologists and clinicians who are interested in the area of cardiovascular biomechanics.

Artificial Intelligence for Computational Modeling of the Heart

Author : Tommaso Mansi,Tiziano Passerini,Dorin Comaniciu
Publisher : Academic Press
Page : 274 pages
File Size : 51,6 Mb
Release : 2019-11-25
Category : Science
ISBN : 9780128168950

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Artificial Intelligence for Computational Modeling of the Heart by Tommaso Mansi,Tiziano Passerini,Dorin Comaniciu Pdf

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

Cardiovascular Mathematics

Author : Luca Formaggia,Alfio Quarteroni,Allesandro Veneziani
Publisher : Springer Science & Business Media
Page : 522 pages
File Size : 42,5 Mb
Release : 2010-06-27
Category : Mathematics
ISBN : 9788847011526

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Cardiovascular Mathematics by Luca Formaggia,Alfio Quarteroni,Allesandro Veneziani Pdf

Mathematical models and numerical simulations can aid the understanding of physiological and pathological processes. This book offers a mathematically sound and up-to-date foundation to the training of researchers and serves as a useful reference for the development of mathematical models and numerical simulation codes.

Patient-Specific Computational Modeling

Author : Begoña Calvo Lopez,Estefanía Peña
Publisher : Springer Science & Business Media
Page : 193 pages
File Size : 41,7 Mb
Release : 2012-05-20
Category : Technology & Engineering
ISBN : 9789400745520

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Patient-Specific Computational Modeling by Begoña Calvo Lopez,Estefanía Peña Pdf

This book addresses patient-specific modeling. It integrates computational modeling, experimental procedures, imagine clinical segmentation and mesh generation with the finite element method (FEM) to solve problems in computational biomedicine and bioengineering. Specific areas of interest include cardiovascular problems, ocular and muscular systems and soft tissue modeling. Patient-specific modeling has been the subject of serious research over the last seven years and interest in the area is continually growing and this area is expected to further develop in the near future.

Regulation of Tissue Oxygenation, Second Edition

Author : Roland N. Pittman
Publisher : Biota Publishing
Page : 117 pages
File Size : 52,9 Mb
Release : 2016-08-18
Category : Medical
ISBN : 9781615047215

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Regulation of Tissue Oxygenation, Second Edition by Roland N. Pittman Pdf

This presentation describes various aspects of the regulation of tissue oxygenation, including the roles of the circulatory system, respiratory system, and blood, the carrier of oxygen within these components of the cardiorespiratory system. The respiratory system takes oxygen from the atmosphere and transports it by diffusion from the air in the alveoli to the blood flowing through the pulmonary capillaries. The cardiovascular system then moves the oxygenated blood from the heart to the microcirculation of the various organs by convection, where oxygen is released from hemoglobin in the red blood cells and moves to the parenchymal cells of each tissue by diffusion. Oxygen that has diffused into cells is then utilized in the mitochondria to produce adenosine triphosphate (ATP), the energy currency of all cells. The mitochondria are able to produce ATP until the oxygen tension or PO2 on the cell surface falls to a critical level of about 4–5 mm Hg. Thus, in order to meet the energetic needs of cells, it is important to maintain a continuous supply of oxygen to the mitochondria at or above the critical PO2 . In order to accomplish this desired outcome, the cardiorespiratory system, including the blood, must be capable of regulation to ensure survival of all tissues under a wide range of circumstances. The purpose of this presentation is to provide basic information about the operation and regulation of the cardiovascular and respiratory systems, as well as the properties of the blood and parenchymal cells, so that a fundamental understanding of the regulation of tissue oxygenation is achieved.

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

Author : Marc Hirschvogel
Publisher : Unknown
Page : 128 pages
File Size : 42,9 Mb
Release : 2019
Category : Electronic
ISBN : 3843939276

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

Mathematical Modeling and Validation in Physiology

Author : Jerry J. Batzel,Mostafa Bachar,Franz Kappel
Publisher : Springer
Page : 254 pages
File Size : 48,7 Mb
Release : 2012-12-14
Category : Mathematics
ISBN : 9783642328824

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Mathematical Modeling and Validation in Physiology by Jerry J. Batzel,Mostafa Bachar,Franz Kappel Pdf

This volume synthesizes theoretical and practical aspects of both the mathematical and life science viewpoints needed for modeling of the cardiovascular-respiratory system specifically and physiological systems generally. Theoretical points include model design, model complexity and validation in the light of available data, as well as control theory approaches to feedback delay and Kalman filter applications to parameter identification. State of the art approaches using parameter sensitivity are discussed for enhancing model identifiability through joint analysis of model structure and data. Practical examples illustrate model development at various levels of complexity based on given physiological information. The sensitivity-based approaches for examining model identifiability are illustrated by means of specific modeling examples. The themes presented address the current problem of patient-specific model adaptation in the clinical setting, where data is typically limited.