Mansi T., Passerini T., Comaniciu D. (Eds.) Artificial Intelligence for Computational Modeling of the Heart

Academic Press, 2020. — 266 p. — ISBN: 978-0-12-817594-1.This book 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.True PDF