Artificial Intelligence for Computational Modeling of the Heart

Written By Tommaso Mansi
Artificial Intelligence for Computational Modeling of the Heart
  • Publsiher : Academic Press
  • Release : 01 December 2019
  • ISBN : 012817594X
  • Pages : 260 pages
  • Rating : /5 from reviews
GET THIS BOOKArtificial Intelligence for Computational Modeling of the Heart


Download or read book entitled Artificial Intelligence for Computational Modeling of the Heart by author: Tommaso Mansi which was release on 01 December 2019 and published by Academic Press with total page 260 pages . This book available in PDF, EPUB and Kindle Format. 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 : 2019-12
  • Total pages : 260
  • ISBN : 012817594X
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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 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 : 012817594X
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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 ...

Subject Index of Current Research Grants and Contracts Administered by the National Heart Lung and Blood Institute

Subject Index of Current Research Grants and Contracts Administered by the National Heart  Lung and Blood Institute
  • Author : National Heart, Lung, and Blood Institute
  • Publisher : Unknown
  • Release Date : 1979
  • Total pages : 212
  • ISBN : 012817594X
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Summary : Read online Subject Index of Current Research Grants and Contracts Administered by the National Heart Lung and Blood Institute written by National Heart, Lung, and Blood Institute, published by which was released on 1979. Download full Subject Index of Current Research Grants and Contracts Administered by the National Heart Lung and ...

Computational Models of the Heart for Planning and Treatment of Outflow Tract Ventricular Arrhythmias

Computational Models of the Heart for Planning and Treatment of Outflow Tract Ventricular Arrhythmias
  • Author : Rubén Doste Beltrán
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 166
  • ISBN : 012817594X
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Summary : The purpose of this thesis was to develop personalised cardiovascular therapy guided by multimodal noninvasive imaging and simulations, combined with artificial intelligence tools, for the management of the outflow tract ventricular arrhythmias. The main contributions of this thesis are twofold: -We propose a pipeline to build heart computational models for ...

Statistical Atlases and Computational Models of the Heart Atrial Segmentation and LV Quantification Challenges

Statistical Atlases and Computational Models of the Heart  Atrial Segmentation and LV Quantification Challenges
  • Author : Mihaela Pop,Maxime Sermesant,Jichao Zhao,Shuo Li,Kristin McLeod,Alistair Young,Kawal Rhode,Tommaso Mansi
  • Publisher : Springer
  • Release Date : 2019-03-05
  • Total pages : 487
  • ISBN : 012817594X
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Summary : This book constitutes the thoroughly refereed post-workshop proceedings of the 9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 52 revised full workshop papers were carefully reviewed and selected from 60 ...

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
  • Publisher : Springer Nature
  • Release Date : 2021-04-18
  • Total pages : 212
  • ISBN : 012817594X
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Summary : Read online Statistical Atlases and Computational Models of the Heart Multi Sequence CMR Segmentation CRT EPiggy and LV Full Quantification Challenges written by Mihaela Pop, published by Springer Nature which was released on . Download full Statistical Atlases and Computational Models of the Heart Multi Sequence CMR Segmentation CRT EPiggy and ...

Machine Learning and Systems Engineering

Machine Learning and Systems Engineering
  • Author : Sio-Iong Ao,Burghard B. Rieger,Mahyar Amouzegar
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-10-05
  • Total pages : 614
  • ISBN : 012817594X
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Summary : A large international conference on Advances in Machine Learning and Systems Engineering was held in UC Berkeley, California, USA, October 20-22, 2009, under the auspices of the World Congress on Engineering and Computer Science (WCECS 2009). Machine Learning and Systems Engineering contains forty-six revised and extended research articles written by prominent researchers ...

Library Information Science Abstracts

Library   Information Science Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 012817594X
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Summary : Read online Library Information Science Abstracts written by , published by which was released on 2003. Download full Library Information Science Abstracts Books now! Available in PDF, ePub and Kindle....

Proceedings

Proceedings
  • Author : American Association for Artificial Intelligence
  • Publisher : Aaai Press
  • Release Date : 1998
  • Total pages : 1218
  • ISBN : 012817594X
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Summary : AAAI proceedings describe innovative concepts, techniques, perspectives, and observations that present promising research directions in artificial intelligence....

A Paradigm Shift in Health Care Information Systems

A Paradigm Shift in Health Care Information Systems
  • Author : Christopher G. Chute
  • Publisher : Unknown
  • Release Date : 1998
  • Total pages : 1155
  • ISBN : 012817594X
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Summary : Read online A Paradigm Shift in Health Care Information Systems written by Christopher G. Chute, published by which was released on 1998. Download full A Paradigm Shift in Health Care Information Systems Books now! Available in PDF, ePub and Kindle....

Advances in Artificial Intelligence

Advances in Artificial Intelligence
  • Author : Canadian Society for Computational Studies of Intelligence. Conference
  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 212
  • ISBN : 012817594X
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Summary : Read online Advances in Artificial Intelligence written by Canadian Society for Computational Studies of Intelligence. Conference, published by which was released on 2000. Download full Advances in Artificial Intelligence Books now! Available in PDF, ePub and Kindle....

Learning and Cognition

Learning and Cognition
  • Author : Thomas Hardy Leahey,Richard Jackson Harris
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 532
  • ISBN : 012817594X
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Summary : Using a lively, engaging, non-technical approach to discuss sophisticated research and theory, this book provides a comprehensive survey of all aspects of human learning and cognition-- from the simplest phenomena of conditioning to complex reasoning and decision making. Designed to show readers clearly how psychology is important in their everyday ...

American Book Publishing Record

American Book Publishing Record
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 012817594X
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Summary : Read online American Book Publishing Record written by , published by which was released on 2006. Download full American Book Publishing Record Books now! Available in PDF, ePub and Kindle....

SME FP6 Project Catalogue

SME FP6 Project Catalogue
  • Author : European Commission. Directorate General for Research
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 587
  • ISBN : 012817594X
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Summary : The Sixth Framework Programme (FP6) which ran from 2002 to 2006, offered innovative small to mediumsized enterprises (SMEs) with good research ideas but no research facilities the possibility to outsource their research to research performers via two specifi c schemes devoted exclusively to the needs of SMEs: Co-operative Research and Collective Research. ...

Neural Networks and Artificial Intelligence for Biomedical Engineering

Neural Networks and Artificial Intelligence for Biomedical Engineering
  • Author : Donna L. Hudson,Maurice E. Cohen,IEEE Engineering in Medicine and Biology Society (Etats-Unis).
  • Publisher : Wiley-IEEE Press
  • Release Date : 2000
  • Total pages : 306
  • ISBN : 012817594X
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Summary : Biomedical/Electrical Engineering Neural Networks and Artificial Intelligence for Biomedical Engineering Using examples drawn from biomedicine and biomedical engineering, this reference text provides comprehensive coverage of all the major techniques currently available to build computer-assisted decision support systems. You will find practical solutions for biomedicine based on current theory and ...