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pop mihaela (curatore); sermesant maxime (curatore); zhao jichao (curatore); li shuo (curatore); mcleod kristin (curatore); young alistair (curatore); rhode kawal (curatore); mansi tommaso (curatore) - 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 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 02/2019
Edizione: 1st ed. 2019





Trama

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.





Sommario

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.- Pre-clinical and clinical applicability of these methods.











Altre Informazioni

ISBN:

9783030120283

Condizione: Nuovo
Collana: Lecture Notes in Computer Science
Dimensioni: 235 x 155 mm Ø 765 gr
Formato: Brossura
Illustration Notes:XIV, 487 p. 216 illus., 192 illus. in color.
Pagine Arabe: 487
Pagine Romane: xiv


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