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

Download Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3642283268
Total Pages : 286 pages
Book Rating : 4.6/5 (422 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges written by Oscar Camara and published by Springer. This book was released on 2012-02-28 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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

Download Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319287125
Total Pages : 218 pages
Book Rating : 4.3/5 (192 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges written by Oscar Camara and published by Springer. This book was released on 2016-01-08 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the 6th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015. The 23 revised full workshop papers were carefully reviewed and selected from 34 submissions. The papers cover a wide range of topics such cardiac image processing, atlas construction, statistical modeling of cardiac function across different patient populations, cardiac mapping, cardiac computational physiology, model customization, image-based modelling and image-guided interventional procedures, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analysis.

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

Download Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319527185
Total Pages : 239 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges by : Tommaso Mansi

Download or read book Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges written by Tommaso Mansi and published by Springer. This book was released on 2017-01-22 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 computational physiology; model customization; image-based modelling and image-guided interventional procedures; atlas based functional analysis, ontological schemata for data and results; integrated functional and structural analyses; pre-clinical and clinical applicability of the methods described.

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

Download Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges PDF Online Free

Author :
Publisher :
ISBN 13 : 9783319527192
Total Pages : pages
Book Rating : 4.5/5 (271 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges by : Mansi

Download or read book Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges written by Mansi and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

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

Download Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3642542689
Total Pages : 272 pages
Book Rating : 4.6/5 (425 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges written by Oscar Camara and published by Springer. This book was released on 2014-01-21 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2013, held in conjunction with MICCAI 2013, in Nagoya, Japan, in September 2013. The 31 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on cardiac image processing; atlas construction; statistical modelling of cardiac function across different patient populations; cardiac mapping; cardiac computational physiology; model customization; atlas based functional analysis; ontological schemata for data and results; integrated functional and structural analyses; as well as the pre-clinical and clinical applicability of these methods.

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

Download Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3642369618
Total Pages : 385 pages
Book Rating : 4.6/5 (423 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges written by Oscar Camara and published by Springer. This book was released on 2013-04-03 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2012, held in conjunction with MICCAI 2012, in Nice, France, in October 2012. The 42 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on CFD challenge, DE-MRI segmentation challenge, LV landmark detection challenge, motion tracking analysis challenge, and regular papers.

Statistical Atlases and Computational Models of the Heart

Download Statistical Atlases and Computational Models of the Heart PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 364215834X
Total Pages : 303 pages
Book Rating : 4.6/5 (421 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart written by Oscar Camara and published by Springer Science & Business Media. This book was released on 2010-09-03 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: computationalmodelswith experimentaldata. A completedatasetwasprovided in advance, containing the cardiac geometry and ?bre orientations from MRI as well as epicardial transmembrane potentials from optical mapping.

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

Download Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319146785
Total Pages : 296 pages
Book Rating : 4.3/5 (191 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges written by Oscar Camara and published by Springer. This book was released on 2014-12-31 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2014, held in conjunction with MICCAI 2014, in Boston, MA, USA, in September 2014. The 30 revised full papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics such as sections on cardiac image processing; atlas construction; statistical modelling of cardiac function across different patient populations; cardiac mapping; cardiac computational physiology; model customization; atlas based functional analysis; ontological schemata for data and results; integrated functional and structural analyses; as well as the pre-clinical and clinical applicability of these methods.

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

Download Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030681076
Total Pages : 427 pages
Book Rating : 4.0/5 (36 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges by : Esther Puyol Anton

Download or read book Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges written by Esther Puyol Anton and published by Springer Nature. This book was released on 2021-01-28 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, artificial intelligence, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods.

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

Download Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030937224
Total Pages : 397 pages
Book Rating : 4.0/5 (39 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge by : Esther Puyol Antón

Download or read book Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge written by Esther Puyol Antón and published by Springer Nature. This book was released on 2022-01-14 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 selected after being revised. They deal with cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction, artificial intelligence, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods. In addition, 15 papers from the M&MS-2 challenge are included in this volume. The Multi-Disease, Multi-View & Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge (M&Ms-2) is focusing on the development of generalizable deep learning models for the Right Ventricle that can maintain good segmentation accuracy on different centers, pathologies and cardiac MRI views. There was a total of 48 submissions to the workshop.

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

Download Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319755412
Total Pages : 260 pages
Book Rating : 4.3/5 (197 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges by : Mihaela Pop

Download or read book Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges written by Mihaela Pop and published by Springer. This book was released on 2018-03-14 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, atlas construction, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods. Besides regular contributing papers, additional efforts of STACOM workshop were also focused on two challenges: ACDC and MM-WHS.

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

Download Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3030120295
Total Pages : 497 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges by : Mihaela Pop

Download or read book Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges written by Mihaela Pop and published by Springer. This book was released on 2019-03-05 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods.

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

Download Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030390748
Total Pages : 426 pages
Book Rating : 4.0/5 (33 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges by : Mihaela Pop

Download or read book Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges written by Mihaela Pop and published by Springer Nature. This book was released on 2020-01-22 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 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 patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods.

Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers

Download Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 303123443X
Total Pages : 527 pages
Book Rating : 4.0/5 (312 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers written by Oscar Camara and published by Springer Nature. This book was released on 2023-01-27 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 13th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2022, held in conjunction with the 25th MICCAI conference. The 34 regular workshop papers included in this volume were carefully reviewed and selected after being revised and deal with topics such as: common cardiac segmentation and modelling problems to more advanced generative modelling for ageing hearts, learning cardiac motion using biomechanical networks, physics-informed neural networks for left atrial appendage occlusion, biventricular mechanics for Tetralogy of Fallot, ventricular arrhythmia prediction by using graph convolutional network, and deeper analysis of racial and sex biases from machine learning-based cardiac segmentation. In addition, 14 papers from the CMRxMotion challenge are included in the proceedings which aim to assess the effects of respiratory motion on cardiac MRI (CMR) imaging quality and examine the robustness of segmentation models in face of respiratory motion artefacts. A total of 48 submissions to the workshop was received.

Statistical Atlases and Computational Models of the Heart

Download Statistical Atlases and Computational Models of the Heart PDF Online Free

Author :
Publisher :
ISBN 13 : 9783642158360
Total Pages : 292 pages
Book Rating : 4.1/5 (583 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart written by Oscar Camara and published by . This book was released on 2010 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers

Download Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 9783031524479
Total Pages : 0 pages
Book Rating : 4.5/5 (244 download)

DOWNLOAD NOW!


Book Synopsis Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers by : Oscar Camara

Download or read book Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers written by Oscar Camara and published by Springer. This book was released on 2024-03-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​This book constitutes the proceedings of the 14th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2023, as well as the Cardiac MRI Reconstruction Challenge, CMRxRecon Challenge. There was a total of 53 submissions to the workshop. The 24 regular workshop papers included in this volume were carefully reviewed and selected from 29 paper submissions. They deal with cardiac segmentation, modelling, strain quantification, registration, statistical shape analysis, and quality control. In addition, 21 papers from the CMRxRecon challenge are included in this volume. They focus on fast CMR image reconstruction and provide a benchmark dataset that enables the broader research community to promote advances in this area of research.

Artificial Intelligence for Computational Modeling of the Heart

Download Artificial Intelligence for Computational Modeling of the Heart PDF Online Free

Author :
Publisher : Academic Press
ISBN 13 : 0128168951
Total Pages : 274 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!


Book Synopsis Artificial Intelligence for Computational Modeling of the Heart by : Tommaso Mansi

Download or read book Artificial Intelligence for Computational Modeling of the Heart written by Tommaso Mansi and published by Academic Press. This book was released on 2019-11-25 with total page 274 pages. Available in PDF, EPUB and Kindle. 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