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Artificial Intelligence for Computational Modeling of the Heart

Artificial Intelligence for Computational Modeling of the Heart
  • Author : Tommaso Mansi
  • Publsiher : Academic Press
  • Release : 01 December 2019
  • ISBN : 012817594X
  • Pages : 260 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKArtificial Intelligence for Computational Modeling of the Heart

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 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 : 01 December 2019
GET THIS BOOKArtificial 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 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

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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 : 25 November 2019
GET THIS BOOKArtificial 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 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

Book Artificial Intelligence for Computational Modeling of the Heart PDF Download/ Read Online


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
  • Release : 29 January 2021
GET THIS BOOKStatistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges

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 included in this volume were carefully reviewed and selected from 70 submissions. They deal with cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction,

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Functional Imaging and Modeling of the Heart

Functional Imaging and Modeling of the Heart
  • Author : Daniel B. Ennis,Luigi E. Perotti,Vicky Y. Wang
  • Publisher : Springer Nature
  • Release : 17 June 2021
GET THIS BOOKFunctional Imaging and Modeling of the Heart

This book constitutes the refereed proceedings of the 11th International Conference on Functional Imaging and Modeling of the Heart, which took place online during June 21-24, 2021, organized by the University of Stanford. The 65 revised full papers were carefully reviewed and selected from 68 submissions. They were organized in topical sections as follows: advanced cardiac and cardiovascular image processing; cardiac microstructure: measures and models; novel approaches to measuring heart deformation; cardiac mechanics: measures and models; translational cardiac mechanics; modeling electrophysiology, ECG, and

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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 : 05 March 2019
GET THIS BOOKStatistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges

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 submissions. The topics of the workshop included: cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction, statistical modelling of cardiac function across different

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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 : Anonim
  • Release : 19 September 2021
GET THIS BOOKComputational Models of the Heart for Planning and Treatment of Outflow Tract Ventricular Arrhythmias

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 simulation of ventricular tachycardia that incorporates a new specific rule-base method for fiber generation, including the ventricular outflow tracts. The pipeline allows carrying out multiscale simulations, obtaining the patient ECG

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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

Statistical Atlases and Computational Models of the Heart
  • Author : Oscar Camara,Mihaela Pop,Kawal Rhode,Maxime Sermesant,Nic Smith,Alistair Young
  • Publisher : Springer Science & Business Media
  • Release : 03 September 2010
GET THIS BOOKStatistical Atlases and Computational Models of the Heart

computationalmodelswith experimentaldata. A completedatasetwasprovided in advance, containing the cardiac geometry and ?bre orientations from MRI as well as epicardial transmembrane potentials from optical mapping.

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Computational Semiotics

Computational Semiotics
  • Author : Jean-Guy Meunier
  • Publisher : Bloomsbury Publishing
  • Release : 12 August 2021
GET THIS BOOKComputational Semiotics

Can semiotics and computers be compatible? Can computation advance semiotics by enhancing the scientific basis of the theory of signs? Coupling semiotics, a philosophical and phenomenological tradition concerned with theories of signs, with computation, a formal discipline, may seem controversial and paradoxical. Computational Semiotics tackles these controversies head-on and attempts to bridge this gap. Showing how semiotics can build the same type of conceptual, formal, and computational models as other scientific projects, this book opens up a rich domain of

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Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges

Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges
  • Author : Oscar Camara,E. Konukoglu,Mihaela Pop,Kawal Rhode,Maxime Sermesant,Alistair Young
  • Publisher : Springer
  • Release : 28 February 2012
GET THIS BOOKStatistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges

This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challegenges, STACOM 2011, held in conjunction with MICCAI 2011, in Toronto, Canada, in September 2011. The 28 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on EP simulation challenge, motion tracking challenge, segmentation challenge, and regular papers.

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Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges

Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges
  • Author : Mihaela Pop,Maxime Sermesant,Pierre-Marc Jodoin,Alain Lalande,Xiahai Zhuang,Guang Yang,Alistair Young,Olivier Bernard
  • Publisher : Springer
  • Release : 14 March 2018
GET THIS BOOKStatistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges

This book constitutes the thoroughly refereed post-workshop proceedings of the 8th International Workshop on Statistical Atlases and Computational Models of the Heart: ACDC and MMWHS Challenges 2017, held in conjunction with MICCAI 2017, in Quebec, Canada, in September 2017. The 27 revised full workshop papers were carefully reviewed and selected from 35 submissions. The papers cover a wide range of topics computational imaging and modelling of the heart, as well as statistical cardiac atlases. The topics of the workshop included: cardiac imaging and image processing,

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Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges

Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges
  • Author : Tommaso Mansi,Kristin McLeod,Mihaela Pop,Kawal Rhode,Maxime Sermesant,Alistair Young
  • Publisher : Springer
  • Release : 02 March 2017
GET THIS BOOKStatistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges

This book constitutes the thoroughly refereed post-workshop proceedings of the 7th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges. 7th International Workshop, STACOM 2016, Held in conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected papers The 24 revised full workshop papers were carefully reviewed and selected from 32 submissions. The papers cover a wide range of topics such as cardiac image processing; atlas construction, statistical modelling of cardiac function across different patient populations; cardiac mapping, cardiac

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Functional Imaging and Modeling of the Heart

Functional Imaging and Modeling of the Heart
  • Author : Alejandro F. Frangi,Petia I. Radeva,Andres Santos,Monica Hernandez
  • Publisher : Springer Science & Business Media
  • Release : 31 May 2005
GET THIS BOOKFunctional Imaging and Modeling of the Heart

This book constitutes the refereed proceedings of the Third International Workshop on Functional Imaging and Modeling of the Heart, FIMH 2005, held in Barcelona, Spain in June 2005. The 47 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on modeling of the heart: anatomy extraction and description; electro-physiology and electro- and magnetography; modeling of the cardiac mechanisms and functions; and cardiac motion estimation.

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

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 in Psychology and Artificial Intelligence strives to combine cross-disciplinary research into one comprehensive volume to help readers gain a fuller understanding of the developmental processes and influences that makeup the

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Advances in Intelligent Modelling and Simulation

Advances in Intelligent Modelling and Simulation
  • Author : Aleksander Byrski,Zuzana Oplatková,Marco Carvalho,Marek Kisiel-Dorohinicki
  • Publisher : Springer
  • Release : 25 April 2012
GET THIS BOOKAdvances in Intelligent Modelling and Simulation

The human capacity to abstract complex systems and phenomena into simplified models has played a critical role in the rapid evolution of our modern industrial processes and scienti c research. As a science and an art, Modelling and Simulation have been one of the core enablers of this remarkable human trace, and have become a topic of great importance for researchers and practitioners. This book was created to compile some of the most recent concepts, advances, challenges and ideas associated

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