Artificial Intelligence for Computational Modeling of the Heart

Author : Tommaso Mansi (Senior Director, Image-Guided Therapy and Digital Twin Research Group, Siemens Hea

Paperback

Published : Thursday 28 November 2019

ISBN : 9780128175941

Price : €134.55

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by Tommaso Mansi (Senior Director, Image-Guided Therapy and Digital Twin Research Group, Siemens Hea

Paperback

28 Nov 2019

SCIENCE
>> Biotechnology

€134.55

Extended stock – Dispatch 5-7 days

Description

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.

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