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.

• Format: Paperback
• Language: English
• ISBN: 012817594X
• ISBN13: 9780128175941
• Release Date: December 2019
• Publisher: Academic Press
• Length: 274 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.6" x 7.5" x 9.3"