Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge
12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Revised Selected Papers
Herausgegeben:Puyol Antón, Esther; Pop, Mihaela; Martín-Isla, Carlos; Sermesant, Maxime; Suinesiaputra, Avan; Camara, Oscar; Lekadir, Karim; Young, Alistair
Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge
12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Revised Selected Papers
Herausgegeben:Puyol Antón, Esther; Pop, Mihaela; Martín-Isla, Carlos; Sermesant, Maxime; Suinesiaputra, Avan; Camara, Oscar; Lekadir, Karim; Young, Alistair
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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…mehr
- Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges37,99 €
- Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers66,99 €
- Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges37,99 €
- Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers52,99 €
- Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges55,99 €
- Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges37,99 €
- Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges37,99 €
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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.
- Produktdetails
- Lecture Notes in Computer Science 13131
- Verlag: Springer / Springer International Publishing / Springer, Berlin
- Artikelnr. des Verlages: 978-3-030-93721-8
- 1st ed. 2022
- Seitenzahl: 400
- Erscheinungstermin: 15. Januar 2022
- Englisch
- Abmessung: 235mm x 155mm x 22mm
- Gewicht: 604g
- ISBN-13: 9783030937218
- ISBN-10: 3030937216
- Artikelnr.: 63023585
- Herstellerkennzeichnung
- Books on Demand GmbH
- In de Tarpen 42
- 22848 Norderstedt
- info@bod.de
- 040 53433511
- Lecture Notes in Computer Science 13131
- Verlag: Springer / Springer International Publishing / Springer, Berlin
- Artikelnr. des Verlages: 978-3-030-93721-8
- 1st ed. 2022
- Seitenzahl: 400
- Erscheinungstermin: 15. Januar 2022
- Englisch
- Abmessung: 235mm x 155mm x 22mm
- Gewicht: 604g
- ISBN-13: 9783030937218
- ISBN-10: 3030937216
- Artikelnr.: 63023585
- Herstellerkennzeichnung
- Books on Demand GmbH
- In de Tarpen 42
- 22848 Norderstedt
- info@bod.de
- 040 53433511