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Artificial Intelligence for Computational Modeling of the Heart

  • 1st Edition - November 25, 2019
  • Editors: Tommaso Mansi, Tiziano Passerini, Dorin Comaniciu
  • Language: English
  • Paperback ISBN:
    9 7 8 - 0 - 1 2 - 8 1 7 5 9 4 - 1
  • eBook ISBN:
    9 7 8 - 0 - 1 2 - 8 1 6 8 9 5 - 0

Artificial Intelligence for Computational Modeling of the Heart presents recent research developments towards streamlined and automatic estimation of the digital twin of a patient… Read more

Artificial Intelligence for Computational Modeling of the Heart

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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.