Title :
Automatic registration of postmortem brain slices to MRI reference volume
Author :
Kim, T.-S. ; Singh, M. ; Sungkara, W. ; Zarow, C. ; Chui, H.
Author_Institution :
Dept. of Radiol. & Biomed. Eng., Univ. of Southern California, CA, USA
fDate :
8/1/2000 12:00:00 AM
Abstract :
A new strategy to register each slice of the postmortem brain to anatomically corresponding in-vivo MRI slices is presented. The approach relies on a recursive reslicing of the FVIRI volume using non-linear polynomial transformations. Simulation studies to validate the approach and results using real data are presented. The results suggest the feasibility and practicability of second- and third-order polynomials to register postmortem images on a slice-by-slice basis to corresponding MRI sections. Using this method, it is possible to investigate the pathology of a disease through routinely acquired MRIs and postmortem brain images
Keywords :
biomedical MRI; brain; image registration; medical image processing; polynomials; MRI reference volume; anatomically corresponding in-vivo MRI slices; automatic registration; disease pathology investigation; magnetic resonance imaging; medical diagnostic imaging; nonlinear polynomial transformations; postmortem brain slices; second-order polynomials; simulation studies; slice-by-slice basis; third-order polynomials; Alzheimer´s disease; Biomedical engineering; Brain; Image reconstruction; Image registration; Magnetic resonance imaging; Nonlinear distortion; Pathology; Polynomials; Radiology;
Journal_Title :
Nuclear Science, IEEE Transactions on