Artificial Intelligence for Computational Modeling of the Heart 1
bokomslag Artificial Intelligence for Computational Modeling of the Heart
Data & IT

Artificial Intelligence for Computational Modeling of the Heart

Tommaso Mansi • Tiziano Passerini • Dorin Comaniciu

Pocket

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  • 274 sidor
  • 2019
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.
  • Författare: Tommaso Mansi, Tiziano Passerini, Dorin Comaniciu
  • Format: Pocket/Paperback
  • ISBN: 9780128175941
  • Språk: Engelska
  • Antal sidor: 274
  • Utgivningsdatum: 2019-11-28
  • Förlag: Elsevier Science Publishing Co Inc

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