Artificial Intelligence for Computational Modeling of the Heart

Written By Tommaso Mansi
Artificial Intelligence for Computational Modeling of the Heart
  • Publsiher : Academic Press
  • Release : 25 November 2019
  • ISBN : 0128168951
  • Pages : 274 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKArtificial Intelligence for Computational Modeling of the Heart


Read or download book entitled Artificial Intelligence for Computational Modeling of the Heart written by Tommaso Mansi which was release on 25 November 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Artificial Intelligence for Computational Modeling of the Heart

Artificial Intelligence for Computational Modeling of the Heart
  • Author : Tommaso Mansi,Tiziano Passerini,Dorin Comaniciu
  • Publisher : Academic Press
  • Release Date : 2019-11-25
  • Total pages : 274
  • ISBN : 0128168951
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Summary : 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 ...

Artificial Intelligence for Computational Modeling of the Heart

Artificial Intelligence for Computational Modeling of the Heart
  • Author : Tommaso Mansi,Tiziano Passerini,Dorin Comaniciu
  • Publisher : Academic Press
  • Release Date : 2019-12
  • Total pages : 260
  • ISBN : 0128168951
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Summary : 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 ...

Statistical Atlases and Computational Models of the Heart Multi Disease Multi View and Multi Center Right Ventricular Segmentation in Cardiac MRI Challenge

Statistical Atlases and Computational Models of the Heart  Multi Disease  Multi View  and Multi Center Right Ventricular Segmentation in Cardiac MRI Challenge
  • Author : Esther Puyol Antón,Mihaela Pop,Carlos Martín-Isla,Maxime Sermesant,Avan Suinesiaputra,Oscar Camara,Karim Lekadir,Alistair Young
  • Publisher : Springer Nature
  • Release Date : 2022-01-14
  • Total pages : 385
  • ISBN : 0128168951
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Summary : This book constitutes the proceedings of the 12th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2021, as well as the M&Ms-2 Challenge: Multi-Disease, Multi-View and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge. The 25 regular workshop papers included in this volume were carefully reviewed and ...

Artificial Intelligence in Heart Modelling

Artificial Intelligence in Heart Modelling
  • Author : Rafael Sebastian,Linwei Wang,Natalia A. Trayanova
  • Publisher : Frontiers Media SA
  • Release Date : 2022-05-11
  • Total pages : 212
  • ISBN : 0128168951
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Summary : Download or read online Artificial Intelligence in Heart Modelling written by Rafael Sebastian,Linwei Wang,Natalia A. Trayanova, published by Frontiers Media SA which was released on 2022-05-11. Get Artificial Intelligence in Heart Modelling Books now! Available in PDF, ePub and Kindle....

Statistical Atlases and Computational Models of the Heart Multi Sequence CMR Segmentation CRT EPiggy and LV Full Quantification Challenges

Statistical Atlases and Computational Models of the Heart  Multi Sequence CMR Segmentation  CRT EPiggy and LV Full Quantification Challenges
  • Author : Mihaela Pop,Maxime Sermesant,Oscar Camara,Xiahai Zhuang,Shuo Li,Alistair Young,Tommaso Mansi,Avan Suinesiaputra
  • Publisher : Springer Nature
  • Release Date : 2020-01-22
  • Total pages : 417
  • ISBN : 0128168951
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Summary : This book constitutes the thoroughly refereed post-workshop proceedings of the 10th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. The 42 revised full workshop papers were carefully reviewed and selected from 76 ...

Statistical Atlases and Computational Models of the Heart M Ms and EMIDEC Challenges

Statistical Atlases and Computational Models of the Heart  M Ms and EMIDEC Challenges
  • Author : Esther Puyol Anton,Mihaela Pop,Maxime Sermesant,Victor Campello,Alain Lalande,Karim Lekadir,Avan Suinesiaputra,Oscar Camara,Alistair Young
  • Publisher : Springer Nature
  • Release Date : 2021-01-28
  • Total pages : 417
  • ISBN : 0128168951
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Summary : This book constitutes the proceedings of the 11th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2020, as well as two challenges: M&Ms - The Multi-Centre, Multi-Vendor, Multi-Disease Segmentation Challenge, and EMIDEC - Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI Challenge. The 43 full papers ...

Current and Future Role of Artificial Intelligence in Cardiac Imaging

Current and Future Role of Artificial Intelligence in Cardiac Imaging
  • Author : Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner
  • Publisher : Frontiers Media SA
  • Release Date : 2020-10-09
  • Total pages : 212
  • ISBN : 0128168951
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Summary : Download or read online Current and Future Role of Artificial Intelligence in Cardiac Imaging written by Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner, published by Frontiers Media SA which was released on 2020-10-09. Get Current and Future Role of Artificial Intelligence in Cardiac Imaging Books now! ...

Uncertainty and Imprecision in Decision Making and Decision Support New Advances Challenges and Perspectives

Uncertainty and Imprecision in Decision Making and Decision Support  New Advances  Challenges  and Perspectives
  • Author : Krassimir T. Atanassov
  • Publisher : Springer Nature
  • Release Date : 2022-06-27
  • Total pages : 212
  • ISBN : 0128168951
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Summary : Download or read online Uncertainty and Imprecision in Decision Making and Decision Support New Advances Challenges and Perspectives written by Krassimir T. Atanassov, published by Springer Nature which was released on . Get Uncertainty and Imprecision in Decision Making and Decision Support New Advances Challenges and Perspectives Books now! Available in ...

Artificial Intelligence in Healthcare and Medicine

Artificial Intelligence in Healthcare and Medicine
  • Author : Kayvan Najarian,Delaram Kahrobaei,Enrique Dominguez,Reza Soroushmehr
  • Publisher : CRC Press
  • Release Date : 2022-04-06
  • Total pages : 300
  • ISBN : 0128168951
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Summary : This book provides a comprehensive overview of the recent developments in clinical decision support systems, precision health, and data science in medicine. The book targets clinical researchers and computational scientists seeking to understand the recent advances of artificial intelligence (AI) in health and medicine. Since AI and its applications are ...

Artificial Intelligence in Cardiothoracic Imaging

Artificial Intelligence in Cardiothoracic Imaging
  • Author : Carlo N. De Cecco
  • Publisher : Springer Nature
  • Release Date : 2022-06-27
  • Total pages : 212
  • ISBN : 0128168951
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Summary : Download or read online Artificial Intelligence in Cardiothoracic Imaging written by Carlo N. De Cecco, published by Springer Nature which was released on . Get Artificial Intelligence in Cardiothoracic Imaging Books now! Available in PDF, ePub and Kindle....

Theoretical and Computational Models of Word Learning Trends in Psychology and Artificial Intelligence

Theoretical and Computational Models of Word Learning  Trends in Psychology and Artificial Intelligence
  • Author : Gogate, Lakshmi
  • Publisher : IGI Global
  • Release Date : 2013-02-28
  • Total pages : 451
  • ISBN : 0128168951
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Summary : The process of learning words and languages may seem like an instinctual trait, inherent to nearly all humans from a young age. However, a vast range of complex research and information exists in detailing the complexities of the process of word learning. Theoretical and Computational Models of Word Learning: Trends ...

Computational Intelligence Cyber Security and Computational Models

Computational Intelligence  Cyber Security and Computational Models
  • Author : Muthukrishnan Senthilkumar,Vijayalakshmi Ramasamy,Shina Sheen,C. Veeramani,Anthony Bonato,Lynn Batten
  • Publisher : Springer
  • Release Date : 2015-12-18
  • Total pages : 586
  • ISBN : 0128168951
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Summary : This book aims at promoting high-quality research by researchers and practitioners from academia and industry at the International Conference on Computational Intelligence, Cyber Security, and Computational Models ICC3 2015 organized by PSG College of Technology, Coimbatore, India during December 17 – 19, 2015. This book enriches with innovations in broad areas of research like computational ...

Multidisciplinary Computational Anatomy

Multidisciplinary Computational Anatomy
  • Author : Makoto Hashizume
  • Publisher : Springer Nature
  • Release Date : 2022-01-01
  • Total pages : 398
  • ISBN : 0128168951
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Summary : This volume thoroughly describes the fundamentals of a new multidisciplinary field of study that aims to deepen our understanding of the human body by combining medical image processing, mathematical analysis, and artificial intelligence. Multidisciplinary Computational Anatomy (MCA) offers an advanced diagnosis and therapeutic navigation system to help detect or predict ...

Artificial Intelligence in Health Care System

Artificial Intelligence in Health Care System
  • Author : Artificial Intelligence in Health Care System
  • Publisher : Nitya Publications
  • Release Date : 2022-01-01
  • Total pages : 250
  • ISBN : 0128168951
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Summary : Download or read online Artificial Intelligence in Health Care System written by Artificial Intelligence in Health Care System, published by Nitya Publications which was released on 2022-01-01. Get Artificial Intelligence in Health Care System Books now! Available in PDF, ePub and Kindle....

Left Atrial Appendage Occlusion An Issue of Interventional Cardiology Clinics E Book

Left Atrial Appendage Occlusion  An Issue of Interventional Cardiology Clinics  E Book
  • Author : Matthew James Daniels
  • Publisher : Elsevier Health Sciences
  • Release Date : 2022-04-01
  • Total pages : 240
  • ISBN : 0128168951
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Summary : In this issue of Interventional Cardiology Clinics, guest editor Dr. Matthew James Daniels brings his considerable expertise to the topic of Left Atrial Appendage Occlusion. Top experts in the field cover key topics such as follow-up imaging after appendage occlusion, completed appendage closure trials and registries, future LAAC trials, and ...