A comparative study of three CT and MRI registration algorithms in nasopharyngeal carcinoma

Abstract

Objective: To evaluate the image registration accuracy and efficiency of CT and MRI fusion using three algorithms in nasopharyngeal carcinoma (NPC). Methods and materials: Twelve sets of CT and MRI scans of 12 NPC patients were fused using three image registration algorithms, respectively: Mark and Link, Interactive, and Normalized Mutual Information (NMI). Registration accuracy was evaluated by performing statistical analysis of the coordinate differences between CT and MR anatomical landmarks along the x-, y- and z-axes. The time required to complete the registration process using three algorithms was also recorded. One-way ANOVA was used to analyze the difference of the 3 registration methods. Results: The mean time required for CT/MRI registration using the three different registration algorithms, Mark and Link, Interactive, and NMI, was 6.25 min, 5.25 min, and 5.15 min, respectively. The Mark and Link method was more time consuming (F=8.74?P =0.001), however no statistical difference was found between the time required using Interactive and NMI methods (P =0.77). Mean registration errors of the three methods along the x-axis were 0.66 mm, 0.70 mm, and 0.68 mm, respectively (F=0.09, P=0.91), and along the y-axis 1.03 mm?1.04 mm?and 1.03 mm, respectively (F=0.02, P=0.98), and along the z-axis 0.58 mm, 0.64 mm, and 0.56mm, respectively (F=0.21, P=0.81).
Conclusions: All three registration algorithms, Mark-and-link, Interactive, and NMI, can provide accurate CT/MRI registration. However the Mark-and-link method was most time consuming.