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Product code : 1590808528
by Tommaso Mansi (Author), Tiziano Passerini (Author), Dorin Comaniciu (Author)
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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Linda D. Gillam, Assistant Professor of Clinical Medicine, Division of Cardiology, Columbia University Catherine M. Otto, MD, Professor of Medicine, Director, Cardiology Fellowship Programs, University of Washington, Seattle, WA
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Olle Pahlm, MD, PhD, Professor of Clinical Physiology, Lund University, Senior Consultant, Center for Imaging and Physiology, Skåne University Hospital, Lund, Sweden Galen S. Wagner, MD, Associate Professor of Medicine, Duke University Senior Faculty of the, Duke Clinical Research Institute, Duke University Medical Center, Durham, NC
John A. Kaufman, MD, Chief of Vascular and Interventional Radiology, Professor of Interventional Radiology, Diagnostic Radiology and Surgery, Dotter Interventional Institute, Oregon Health and Sciences University, Portland, OR Michael J. Lee, MD, Professor of Radiology, Department of Radiology, Beaumont Hospital and Royal College of Surgeons in Ireland, Dublin, Ireland
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Artificial Intelligence for Computational Modeling of the Heart 1st Edition
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Artificial Intelligence for Computational Modeling of the Heart 1st Edition
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