Sq. Zhang et al., A FOURIER BASED ALGORITHM FOR TRACKING SPAMM TAGS IN GATED MAGNETIC-RESONANCE CARDIAC IMAGES, Medical physics, 23(8), 1996, pp. 1359-1369
A method is described for automatically tracking spatial modulation of
magnetization tag lines on gated cardiac images. The method differs f
rom previously reported methods in that it uses Fourier based spatial
frequency and phase information to separately track horizontal and ver
tical tag lines. Use of global information from the frequency spectrum
of an entire set of tag lines was hypothesized to result in a robust
algorithm with decreased sensitivity to noise. The method was validate
d in several ways: first, actual tagged cardiac images at end diastole
were deformed known amounts, and the algorithm's predictions compared
to the known deformations. Second, tagged, gated images of the thigh
muscle (assumed to have similar signal to noise characteristics as car
diac images, but to not deform with time) were created. Again the algo
rithmic predictions could be compared to the known (zero magnitude) de
formations and to thigh images which had been artificially deformed. F
inally, actual cardiac tagged images were acquired, and comparisons ma
de between manual, visual, determinations of tag line locations, and t
hose predicted by the algorithm. At 0.5 T, the mean bias of the method
was <0.34 mm even at large deformations and at late (noisy) times. Th
e standard deviation of the method, estimated from the tagged thigh im
ages, was <0.7 mm even at late times. The method may be expected to ha
ve even lower error at higher field strengths.