Artificial Intelligence for Computational Modeling of the Heart /
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 t...
| Main Authors: | , , , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
London : Academic Press,
2020
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/science/book/9780128175941 |
| _version_ | 1826472468744765440 |
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| author | Mansi, Tommaso, editor 648621 Passerini, Tiziano , editor 648623 Comaniciu, Dorin, editor 648624 ScienceDirect (Online service) 7722 |
| author_facet | Mansi, Tommaso, editor 648621 Passerini, Tiziano , editor 648623 Comaniciu, Dorin, editor 648624 ScienceDirect (Online service) 7722 |
| author_sort | Mansi, Tommaso, editor 648621 |
| collection | OCEAN |
| 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. |
| first_indexed | 2024-03-05T17:18:57Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:606019 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:18:57Z |
| publishDate | 2020 |
| publisher | London : Academic Press, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6060192023-11-15T09:45:46ZArtificial Intelligence for Computational Modeling of the Heart / Mansi, Tommaso, editor 648621 Passerini, Tiziano , editor 648623 Comaniciu, Dorin, editor 648624 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London : Academic Press,©20202020engArtificial 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.Includes bibliographical references and index Part I. Modeling of the beating heart: approaches and implementation -- Part II. Artificial Intelligence methods for cardiac modeling.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.Artificial intelligenceSystems biologyhttps://www.sciencedirect.com/science/book/9780128175941URN:ISBN:9780128175941Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Artificial intelligence Systems biology Mansi, Tommaso, editor 648621 Passerini, Tiziano , editor 648623 Comaniciu, Dorin, editor 648624 ScienceDirect (Online service) 7722 Artificial Intelligence for Computational Modeling of the Heart / |
| title | Artificial Intelligence for Computational Modeling of the Heart / |
| title_full | Artificial Intelligence for Computational Modeling of the Heart / |
| title_fullStr | Artificial Intelligence for Computational Modeling of the Heart / |
| title_full_unstemmed | Artificial Intelligence for Computational Modeling of the Heart / |
| title_short | Artificial Intelligence for Computational Modeling of the Heart / |
| title_sort | artificial intelligence for computational modeling of the heart |
| topic | Artificial intelligence Systems biology |
| url | https://www.sciencedirect.com/science/book/9780128175941 |
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