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Book Cover
E-book
Author STACOM (Workshop) (9th : 2018 : Granada, Spain)

Title 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 / Mihaela Pop, Maxime Sermesant, Jichao Zhao, Shuo Li, Kristin McLeod, Alistair Young, Kawal Rhode, Tommaso Mansi (eds.)
Published Cham, Switzerland : Springer, 2019
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Description 1 online resource (xiv, 487 pages) : illustrations (some color)
Series LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 11395
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 11395
Contents 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
Summary 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
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed March 11, 2019)
Subject Heart -- Computer simulation -- Congresses
Heart -- Imaging -- Congresses
Image processing -- Digital techniques -- Congresses.
Imaging systems in medicine -- Congresses.
Three-dimensional imaging in medicine -- Congresses.
Heart -- Imaging.
Image processing -- Digital techniques.
Imaging systems in medicine.
Three-dimensional imaging in medicine.
Genre/Form Conference papers and proceedings.
Form Electronic book
Author Li, Shuo, 1974- editor.
Mansi, Tommaso, editor.
McLeod, Kristin, editor
Pop, Mihaela, editor.
Rhode, Kawal, editor
Sermesant, Maxime, editor.
Young, Alistair (Alistair Andrew), editor.
Zhao, Jichao, editor
International Conference on Medical Image Computing and Computer-Assisted Intervention (21st : 2018 : Granada, Spain), jointly held conference.
ISBN 3030120295
3030120309
9783030120290
9783030120306
Other Titles STACOM 2018