Download or Read online Artificial Intelligence for Computational Modeling of the Heart full in PDF, ePub and kindle. this book written by Tommaso Mansi and published by Academic Press which was released on 25 November 2019 with total page 274 pages. We cannot guarantee that Artificial Intelligence for Computational Modeling of the Heart book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. 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
Artificial Intelligence for Computational Modeling of the Heart
- Author : Tommaso Mansi
- Publisher : Academic Press
- Pages : 274 pages
- ISBN : 0128168951
- Release : 25 November 2019
- Rating : /5 from reviews