Title :
Wall-Motion Based Analysis of Global and Regional Left Atrial Mechanics
Author :
Moyer, Christian B. ; Helm, Patrick A. ; Clarke, Christopher J. ; Budge, Loren P. ; Kramer, Christopher M. ; Ferguson, John D. ; Norton, Patrick T. ; Holmes, Jeffrey W.
Author_Institution :
Dept. of Biomed. Eng., Univ. of Virginia, Charlottesville, VA, USA
Abstract :
Atrial fibrillation is an increasingly prevalent cardiovascular disease; changes in atrial structure and function induced by atrial fibrillation and its treatments are often spatially heterogeneous. However, spatial heterogeneity of function is difficult to assess with standard imaging techniques. This paper describes a method to assess global and regional mechanical function by combining cardiac magnetic resonance imaging and finite-element surface fitting. We used this fitted surface to derive measures of left atrial volume, regional motion, and spatial heterogeneity of motion in 23 subjects, including healthy volunteers and atrial fibrillation patients. We fit the surfaces using a Newton optimization scheme in under 1 min on a standard laptop, with a root mean square error of 2.3±0.5 mm, less than 9% of the mean fitted radius, and an inter-operator variability of less than 10%. Fitted surfaces showed clear definition of the phases of left atrial motion (filling, passive emptying, active contraction) in both volume-time and regional radius-time curves. Averaged surfaces of healthy volunteers and atrial fibrillation patients provided evidence of substantial regional variation in both amount and timing of regional motion, indicating spatial heterogeneity of function, even in healthy adults.
Keywords :
biomedical MRI; blood vessels; cardiology; diseases; finite element analysis; haemodynamics; mean square error methods; medical image processing; motion compensation; motion measurement; optimisation; physiological models; volume measurement; Newton optimization scheme; active contraction; atrial fibrillation patient; atrial function; atrial structure; cardiac magnetic resonance imaging; cardiovascular disease; finite-element surface fitting; imaging technique; left atrial regional motion measurement; left atrial volume measurement; regional radius-time curve; root mean square error method; time 1 min; volume-time curve; wall-motion based analysis; Educational institutions; Heart; Imaging; Interpolation; Optimization; Valves; Veins; Atrial fibrillation; biomechanical modeling; cardiac magnetic resonance imaging; heart; left atrium; motion compensation and analysis; optimization; quantification and estimation; regional heterogeneity; surface fitting; Atrial Fibrillation; Atrial Function; Biomechanical Phenomena; Case-Control Studies; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging, Cine; Models, Cardiovascular;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2013.2264062