Dorin Comaniciu & Tommaso Mansi 
Artificial Intelligence for Computational Modeling of the Heart [EPUB ebook] 

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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

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语言 英语 ● 格式 EPUB ● ISBN 9780128168950 ● 编辑 Dorin Comaniciu & Tommaso Mansi ● 出版者 Elsevier Science ● 发布时间 2019 ● 下载 3 时 ● 货币 EUR ● ID 6978094 ● 复制保护 Adobe DRM
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