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" Statistical atlases and computational models of the heart : "
Mihaela Pop, Maxime Sermesant, Jichao Zhao, Shuo Li, Kristin McLeod, Alistair Young, Kawal Rhode, Tommaso Mansi (eds.).
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BL
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| Record Number
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860946
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| Main Entry
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STACOM (Workshop)(9th :2018 :, Granada, Spain)
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| Title & Author
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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.).
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| Publication Statement
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Cham, Switzerland :: Springer,, 2019.
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| Series Statement
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Lecture notes in computer science ;; 11395
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
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1 online resource (xiv, 487 pages) :: illustrations (some color)
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| ISBN
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3030120295
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: 3030120309
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: 9783030120290
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: 9783030120306
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3030120287
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9783030120283
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| Notes
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Includes author index.
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| Contents
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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.
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| Abstract
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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.
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Heart-- Computer simulation, Congresses.
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Heart-- Imaging, Congresses.
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Image processing-- Digital techniques, Congresses.
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Imaging systems in medicine, Congresses.
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Three-dimensional imaging in medicine, Congresses.
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Heart-- Imaging.
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Image processing-- Digital techniques.
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Imaging systems in medicine.
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Three-dimensional imaging in medicine.
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| Dewey Classification
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616.1/20757
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| LC Classification
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RC683.5.I42
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Li, Shuo,1974-
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Mansi, Tommaso
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McLeod, Kristin
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Pop, Mihaela
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Rhode, Kawal
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Sermesant, Maxime
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Young, Alistair, (Alistair Andrew)
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Zhao, Jichao
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International Conference on Medical Image Computing and Computer-Assisted Intervention(21st :2018 :, Granada, Spain)
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| Parallel Title
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STACOM 2018
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