Artificial Intelligence for Computational Modeling of the Heart

274 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Academic Press
• ISBN: 9780128175941
• Sprache: Englisch
• Erscheinungsdatum: 28.11.2019
• Größe: 235 x 193 mm
• Verlag: Elsevier Inc
• Herausgegeben von: Tommaso Mansi, Tiziano Passerini, Dorin Comaniciu