A high-resolution atlas and statistical model of the human heart from multislice CT

C Hoogendoorn, N Duchateau… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Atlases and statistical models play important roles in the personalization and simulation of
cardiac physiology. For the study of the heart, however, the construction of comprehensive …

A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities

N Duchateau, M De Craene, G Piella, E Silva… - Medical image …, 2011 - Elsevier
In this paper, we present a new method for the automatic comparison of myocardial motion
patterns and the characterization of their degree of abnormality, based on a statistical atlas …

Layered spatio-temporal forests for left ventricle segmentation from 4D cardiac MRI data

J Margeta, E Geremia, A Criminisi, N Ayache - Statistical Atlases and …, 2012 - Springer
In this paper we present a new method for fully automatic left ventricle segmentation from 4D
cardiac MR datasets. To deal with the diverse dataset, we propose a machine learning …

[图书][B] Statistical Atlases and Computational Models of the Heart: First International Workshop, STACOM 2010, and Cardiac Electrophysical Simulation Challenge …

O Camara, M Pop, K Rhode, M Sermesant, N Smith… - 2010 - books.google.com
Recently, there has been considerable progress in the construction and application of
cardiac atlases and computational models which integrate heart shape, function, and …

Which reorientation framework for the atlas-based comparison of motion from cardiac image sequences?

N Duchateau, M De Craene, X Pennec… - … Workshop on Spatio …, 2012 - Springer
The present paper builds upon recent advances in the spatiotemporal alignment of cardiac
sequences to construct a statistical atlas of normal motion. Comparing cardiac sequences …

Atlas-based quantification of myocardial motion abnormalities: added-value for understanding the effect of cardiac resynchronization therapy

N Duchateau, A Doltra, E Silva, M De Craene… - Ultrasound in medicine …, 2012 - Elsevier
Statistical atlases may help improving the analysis of cardiac wall-motion abnormalities. This
study aims at demonstrating the clinical value of such a method to better understand the …

Atlas-based quantification of myocardial motion abnormalities: added-value for the understanding of CRT outcome?

N Duchateau, M De Craene, G Piella… - Statistical Atlases and …, 2010 - Springer
In this paper, we present the use of atlas-based indexes of abnormality for the quantification
of cardiac resynchronization therapy (CRT) outcome in terms of motion. We build an atlas of …

Construction of a statistical atlas of the whole heart from a large 4D CT database

K Lekadir, C Hoogendoorn… - 2012 Computing in …, 2012 - ieeexplore.ieee.org
We present in this work an efficient and robust framework for the construction of a high-
resolution and spatio-temporal atlas of the whole heart from a database of 138 CT 4D …

Atlas construction and image analysis using statistical cardiac models

M De Craene, FM Sukno, C Tobon-Gomez… - Statistical Atlases and …, 2010 - Springer
This paper presents a brief overview of current trends in the construction of population and
multi-modal heart atlases in our group and their application to atlas-based cardiac image …

[PDF][PDF] Which reorientation framework for the atlas-based comparison of cardiac image sequences?

N Duchateau, M De Craene, X Pennec, B Merino… - creatis.insa-lyon.fr
The present paper builds upon recent advances in the spatiotemporal alignment of cardiac
sequences to construct a statistical atlas of normal motion. Comparing cardiac sequences …