An evaluation of prospective motion correction (PMC) for high resolution quantitative MRI

被引:72
作者
Callaghan, Martina F. [1 ]
Josephs, Oliver [1 ]
Herbstz, Michael [2 ,3 ]
Zaitsev, Maxim [2 ]
Todd, Nick [1 ]
Weiskopf, Nikolaus [1 ]
机构
[1] UCL, Wellcome Trust Ctr Neuroimaging, Inst Neurol, London WC1N 3BG, England
[2] Univ Med Ctr Freiburg, Dept Radiol, Freiburg, Germany
[3] John A Burns Sch Med, Dept Med, Hawaii, HI USA
基金
英国惠康基金; 欧洲研究理事会;
关键词
prospective motion correction (PMC); relaxometry; quantitative; multi-parameter mapping; MPM; AUTOMATIC CORRECTION; ARTIFACTS; BRAIN; SPM;
D O I
10.3389/fnins.2015.00097
中图分类号
Q189 [神经科学];
学科分类号
071006 [神经生物学];
摘要
Quantitative imaging aims to provide in vivo neuroimaging biomarkers with high research and diagnostic value that are sensitive to underlying tissue microstructure. In order to use these data to examine intra-cortical differences or to define boundaries between different myelo-architectural areas, high resolution data are required. The quality of such measurements is degraded in the presence of motion hindering insight into brain microstructure. Correction schemes are therefore vital for high resolution, whole brain coverage approaches that have long acquisition times and greater sensitivity to motion. Here we evaluate the use of prospective motion correction (PMC) via an optical tracking system to counter intra-scan motion in a high resolution (800 mu m isotropic) multi-parameter mapping (MPM) protocol. Data were acquired on six volunteers using a 2 x 2 factorial design permuting the following conditions: PMC on/off and motion/no motion. In the presence of head motion, PMC-based motion correction considerably improved the quality of the maps as reflected by fewer visible artifacts and improved consistency. The precision of the maps, parameterized through the coefficient of variation in cortical sub-regions, showed improvements of 11-25% in the presence of deliberate head motion. Importantly, in the absence of motion the PMC system did not introduce extraneous artifacts into the quantitative maps. The PMC system based on optical tracking offers a robust approach to minimizing motion artifacts in quantitative anatomical imaging without extending scan times. Such a robust motion correction scheme is crucial in order to achieve the ultra-high resolution required of quantitative imaging for cutting edge in vivo histology applications.
引用
收藏
页数:9
相关论文
共 36 条
[1]
Unified segmentation [J].
Ashburner, J ;
Friston, KJ .
NEUROIMAGE, 2005, 26 (03) :839-851
[2]
SPM: A history [J].
Ashburner, John .
NEUROIMAGE, 2012, 62 (02) :791-800
[3]
Atkinson D, 1999, MAGNET RESON MED, V41, P163, DOI 10.1002/(SICI)1522-2594(199901)41:1<163::AID-MRM23>3.0.CO
[4]
2-9
[5]
Automatic correction of motion artifacts in magnetic resonance images using an entropy focus criterion [J].
Atkinson, D ;
Hill, DLG ;
Stoyle, PNR ;
Summers, PE ;
Keevil, SF .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1997, 16 (06) :903-910
[6]
Atkinson D, 1997, LECT NOTES COMPUT SC, V1230, P341
[7]
Matrix description of general motion correction applied to multishot images [J].
Batchelor, PG ;
Atkinson, D ;
Irarrazaval, P ;
Hill, DLG ;
Hajnal, J ;
Larkman, D .
MAGNETIC RESONANCE IN MEDICINE, 2005, 54 (05) :1273-1280
[8]
Nonrigid motion correction in 3D using autofocusing withlocalized linear translations [J].
Cheng, Joseph Y. ;
Alley, Marcus T. ;
Cunningham, Charles H. ;
Vasanawala, Shreyas S. ;
Pauly, John M. ;
Lustig, Michael .
MAGNETIC RESONANCE IN MEDICINE, 2012, 68 (06) :1785-1797
[9]
In Vivo Functional and Myeloarchitectonic Mapping of Human Primary Auditory Areas [J].
Dick, Frederic ;
Tierney, Adam Taylor ;
Lutti, Antoine ;
Josephs, Oliver ;
Sereno, Martin I. ;
Weiskopf, Nikolaus .
JOURNAL OF NEUROSCIENCE, 2012, 32 (46) :16095-+
[10]
Spatial registration and normalization of images [J].
Friston, KJ ;
Ashburner, J ;
Frith, CD ;
Poline, JB ;
Heather, JD ;
Frackowiak, RSJ .
HUMAN BRAIN MAPPING, 1995, 3 (03) :165-189