@inbook{ff43d0a08ba54efdaf3673577437f548,
title = "End-Diastolic and End-Systolic LV Morphology in the Presence of Cardiovascular Risk Factors: A UK Biobank Study",
abstract = "Left ventricular function and morphology have been shown to be important factors in clinical and pre-clinical cardiovascular disease. In this paper we used atlas-based techniques to capture the full extent of morphological changes at end-diastole, end-systole and in a coupled functional atlas for 4547 UK Biobank participants. The morphological differences between participants with risk factors for cardiovascular disease were tested using a logistic regression model. The result was compared to a model built from traditional mass and volume measures, and the strength of associations were tested using a Delong{\textquoteright}s test. Atlas based models had stronger associations with risk factors than mass and volume parameters in most risk factors. The functional atlas showed better performance than the separate end-diastole and end-systole atlases.",
keywords = "Cardiac atlases, Cardiac MRI, Cardiovascular risk factors",
author = "Kathleen Gilbert and Avan Suinesiaputra and Stefan Neubauer and Stefan Piechnik and Nay Aung and Petersen, {Steffen E.} and Alistair Young",
year = "2019",
month = may,
day = "30",
doi = "10.1007/978-3-030-21949-9_33",
language = "English",
isbn = "9783030219482",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "304--312",
editor = "Yves Coudi{\`e}re and Nejib Zemzemi and Val{\'e}ry Ozenne and Edward Vigmond",
booktitle = "Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Proceedings",
address = "Germany",
note = "10th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2019 ; Conference date: 06-06-2019 Through 08-06-2019",
}