Artificial Intelligence for Computational Modeling of the Heart is popular PDF and ePub book, written by Tommaso Mansi in 2019-11-25, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Artificial Intelligence for Computational Modeling of the Heart can be Read Online from any device for your convenience.
Artificial Intelligence for Computational Modeling of the Heart Book PDF Summary
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
Detail Book of Artificial Intelligence for Computational Modeling of the Heart PDF
- Author : Tommaso Mansi
- Release : 25 November 2019
- Publisher : Academic Press
- ISBN : 9780128168950
- Genre : Science
- Total Page : 274 pages
- Language : English
- PDF File Size : 20,7 Mb
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