Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers: 13th International Workshop, STACOM 2022, Held in ... 13593 (Lecture Notes in Computer Science) - Tapa blanda

9783031234422: Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers: 13th International Workshop, STACOM 2022, Held in ... 13593 (Lecture Notes in Computer Science)

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ISBN 10: 3031234421 ISBN 13: 9783031234422

Editorial: Springer, 2023

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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.

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Editorial: Springer
A�o de publicaci�n: 2023
Idioma: Ingl�s
ISBN 10: 3031234421
ISBN 13: 9783031234422
Encuadernaci�n: Tapa blanda
N�mero de edici�n: 1
N�mero de p�ginas: 532
Editor: Camara Oscar, Puyol-Ant�n Esther, Qin Chen, Sermesant Maxime, Suinesiaputra Avan, Wang Shuo, Young Alistair
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Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers (Lecture Notes in Computer Science)

Publicado por Springer, 2023

ISBN 10: 3031234421 ISBN 13: 9783031234422

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

Publicado por Springer Nature Switzerland, 2023

ISBN 10: 3031234421 ISBN 13: 9783031234422

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Condici�n: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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. N� de ref. del art�culo: 757483066

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

Oscar Camara

Publicado por Springer Nature Switzerland Jan 2023, 2023

ISBN 10: 3031234421 ISBN 13: 9783031234422

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Taschenbuch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 532 pp. Englisch. N� de ref. del art�culo: 9783031234422

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Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers : 13th International Workshop, STACOM 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers

Oscar Camara

Publicado por Springer Nature Switzerland, 2023

ISBN 10: 3031234421 ISBN 13: 9783031234422

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Taschenbuch. Condici�n: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de ref. del art�culo: 9783031234422

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

Oscar Camara

Publicado por Springer Nature Switzerland, Springer Nature Switzerland Jan 2023, 2023

ISBN 10: 3031234421 ISBN 13: 9783031234422

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Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania

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Taschenbuch. Condici�n: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 532 pp. Englisch. N� de ref. del art�culo: 9783031234422

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