Artificial Intelligence for Computational Modeling of the Heart

Artificial Intelligence for Computational Modeling of the Heart

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

Auteur | Tommaso Mansi
Taal | Engels
Type | Paperback
Categorie | Technologie & Bouwkunde

bol logo

Kijk verder

Boekomslag voor ISBN: 9781933495248
Boekomslag voor ISBN: 1230006442231
Boekomslag voor ISBN: 9780262046183
Boekomslag voor ISBN: 9781473696877
Boekomslag voor ISBN: 9781503611672
Boekomslag voor ISBN: 9789171265500


Boekn ©