1# Library to Find Best eBook for Read
Author : Rafael Sebastian
Release : 2022-05-11
Genre : Science
Kind : eBook
Book Rating : 509/5 ( reviews)
Book Synopsis Artificial Intelligence in Heart Modelling by : Rafael Sebastian
Download or read book Artificial Intelligence in Heart Modelling written by Rafael Sebastian. This book was released on 2022-05-11. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Tommaso Mansi
Release : 2019-12
Genre : Science
Kind : eBook
Book Rating : 94X/5 ( reviews)
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 2019-12. 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
Author : Tommaso Mansi
Release : 2019-11-25
Genre : Science
Kind : eBook
Book Rating : 951/5 ( reviews)
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
Author : Subhi J. Al'Aref
Release : 2020-11-20
Genre : Science
Kind : eBook
Book Rating : 742/5 ( reviews)
Book Synopsis Machine Learning in Cardiovascular Medicine by : Subhi J. Al'Aref
Download or read book Machine Learning in Cardiovascular Medicine written by Subhi J. Al'Aref. This book was released on 2020-11-20. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning in Cardiovascular Medicine addresses the ever-expanding applications of artificial intelligence (AI), specifically machine learning (ML), in healthcare and within cardiovascular medicine. The book focuses on emphasizing ML for biomedical applications and provides a comprehensive summary of the past and present of AI, basics of ML, and clinical applications of ML within cardiovascular medicine for predictive analytics and precision medicine. It helps readers understand how ML works along with its limitations and strengths, such that they can could harness its computational power to streamline workflow and improve patient care. It is suitable for both clinicians and engineers; providing a template for clinicians to understand areas of application of machine learning within cardiovascular research; and assist computer scientists and engineers in evaluating current and future impact of machine learning on cardiovascular medicine. - Provides an overview of machine learning, both for a clinical and engineering audience - Summarize recent advances in both cardiovascular medicine and artificial intelligence - Discusses the advantages of using machine learning for outcomes research and image processing - Addresses the ever-expanding application of this novel technology and discusses some of the unique challenges associated with such an approach
Author : Steffen Erhard Petersen
Release : 2020-10-09
Genre : Medical
Kind : eBook
Book Rating : 583/5 ( reviews)
Book Synopsis Current and Future Role of Artificial Intelligence in Cardiac Imaging by : Steffen Erhard Petersen
Download or read book Current and Future Role of Artificial Intelligence in Cardiac Imaging written by Steffen Erhard Petersen. This book was released on 2020-10-09. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.
