| Artificial Intelligence for Computational Modeling of the Heart Contributor(s): Mansi, Tommaso (Editor), Passerini, Tiziano (Editor), Comaniciu, Dorin (Editor) |
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ISBN: 012817594X ISBN-13: 9780128175941 Publisher: Academic Press OUR PRICE: $148.50 Product Type: Paperback Published: November 2019 |
| Additional Information |
| BISAC Categories: - Science | Biotechnology - Technology & Engineering | Biomedical |
| LCCN: 2019948740 |
| Physical Information: 0.58" H x 7.5" W x 9.25" (1.05 lbs) 274 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |