Title :
Automated correction of spin-history related motion artefacts in fMRI: Simulated and phantom data
Author :
Muresan, Lucian ; Renken, Remco ; Roerdink, Jos B T M ; Duifhuis, Hendrikus
Author_Institution :
Inst. for Behavioral & Cognitive Neurosci.s, Univ. of Groningen, Netherlands
Abstract :
This paper concerns the problem of correcting spin-history artefacts in fMRI data. We focus on the influence of through-plane motion on the history of magnetization. A change in object position will disrupt the tissue´s steady-state magnetization. The disruption will propagate to the next few acquired volumes until a new steady state is reached. In this paper we present a simulation of spin-history effects, experimental data, and an automatic two-step algorithm for detecting and correcting spin-history artefacts. The algorithm determines the steady-state distribution of all voxels in a given slice and indicates which voxels need a spin-history correction. The spin-history correction is meant to be applied before standard realignment procedures. To obtain experimental data a special phantom and an MRI compatible motion system were designed. The effect of motion on spin-history is presented for data obtained using this phantom inside a 1.5-T MRI scanner. We show that the presented algorithm is capable of detecting the occurrence of a displacement, and it determines which voxels need a spin-history correction. The results of the phantom study show good agreement with the simulations.
Keywords :
biomagnetism; biomedical MRI; image motion analysis; medical image processing; phantoms; 1.5 T; MRI compatible motion system; automated spin-history related motion artefact correction; functionalized magnetic resonance imaging; magnetization; phantom; through-plane motion; Biomedical computing; Blood; Brain modeling; History; Imaging phantoms; Magnetic resonance imaging; Magnetization; Mathematics; Signal to noise ratio; Steady-state; Automated motion artefact correction; functional magnetic resonance imaging; movable MRI-phantom; spin-history; spin-history simulator; Algorithms; Artifacts; Artificial Intelligence; Brain; Computer Simulation; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Magnetic Resonance Imaging; Models, Biological; Movement; Phantoms, Imaging; Reproducibility of Results; Sensitivity and Specificity;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2005.851484