Measurement of the Aortic Diameter in Plain Axial Cardiac Cine MRI.

BILDVERARBEITUNG FUR DIE MEDIZIN 2015: ALGORITHMEN - SYSTEME - ANWENDUNGEN(2015)

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摘要
We address the task of aortic diameter measurement in (non-contrast-enhanced) plain axial cardiac cine MRI. To this end, we set up a likelihood maximization problem which allows us to recover globally optimal aorta locations and diameters of the cine sequence efficiently. Our approach provides intuitive means of manual post-correction and requires little user interaction, making large-scale image analysis feasible. Experiments on a data set of 20 cine sequences with 30 time frames showed (at least) pixel-accurate diameter measurements which are also highly stable against re-parameterization.
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关键词
Cine Magnetic Resonance Imaging, Cine Sequence, Gradient Magnitude Image, Circular Hough Transformation, Likelihood Maximization Problem
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