Validating atlas-guided DOT: A comparison of diffuse optical tomography informed by atlas and subject-specific anatomies

被引:71
作者
Cooper, Robert J. [1 ]
Caffini, Matteo [2 ,7 ]
Dubb, Jay [1 ]
Fang, Qianqian [1 ]
Custo, Anna [3 ]
Tsuzuki, Daisuke [4 ]
Fischl, Bruce [1 ]
Wells, William, III [5 ,6 ]
Dan, Ippeita [4 ]
Boas, David A. [1 ]
机构
[1] Harvard Univ, Sch Med, Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging,Dept Radi, Charlestown, MA USA
[2] Univ Aquila, Dept Hlth Sci, I-67100 Laquila, Italy
[3] Univ Geneva, Funct Brain Mapping Lab, Ctr Med Univ, Geneva, Switzerland
[4] Jichi Med Univ, Ctr Dev Adv Med Technol, Funct Brain Sci Lab, Shimotsuke, Tochigi 3290498, Japan
[5] Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02115 USA
[6] Brigham & Womens Hosp, Boston, MA 02115 USA
[7] Politecn Milan, Dipartimento Fis, Milan, Italy
关键词
Diffuse optical tomography; NIRS; MRI; Anatomical atlas; Registration; SURFACE-BASED ANALYSIS; SPATIAL REGISTRATION; BRAIN-FUNCTION; MNI SPACE; MRI; RECONSTRUCTION; SEGMENTATION; SYSTEM; IMAGES; EEG;
D O I
10.1016/j.neuroimage.2012.05.031
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We describe the validation of an anatomical brain atlas approach to the analysis of diffuse optical tomography (DOT). Using MRI data from 32 subjects, we compare the diffuse optical images of simulated cortical activation reconstructed using a registered atlas with those obtained using a subject's true anatomy. The error in localization of the simulated cortical activations when using a registered atlas is due to a combination of imperfect registration, anatomical differences between atlas and subject anatomies and the localization error associated with diffuse optical image reconstruction. When using a subject-specific MRI, any localization error is due to diffuse optical image reconstruction only. In this study we determine that using a registered anatomical brain atlas results in an average localization error of approximately 18 mm in Euclidean space. The corresponding error when the subject's own MRI is employed is 9.1 mm. In general, the cost of using atlas-guided DOT in place of subject-specific MRI-guided DOT is a doubling of the localization error. Our results show that despite this increase in error, reasonable anatomical localization is achievable even in cases where the subject-specific anatomy is unavailable. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:1999 / 2006
页数:8
相关论文
共 30 条
[1]   Optical tomography in medical imaging [J].
Arridge, SR .
INVERSE PROBLEMS, 1999, 15 (02) :R41-R93
[2]   Three dimensional optical imaging of blood volume and oxygenation in the neonatal brain [J].
Austin, T. ;
Gibson, A. P. ;
Branco, G. ;
Yusof, R. Md. ;
Arridge, S. R. ;
Meek, J. H. ;
Wyatt, J. S. ;
Delpy, D. T. ;
Hebden, J. C. .
NEUROIMAGE, 2006, 31 (04) :1426-1433
[3]   MRI-guided optical tomography: Prospects and computation for a new imaging method [J].
Barbour, RL ;
Graber, HL ;
Chang, JW ;
Barbour, SLS ;
Koo, PC ;
Aronson, R .
IEEE COMPUTATIONAL SCIENCE & ENGINEERING, 1995, 2 (04) :63-77
[4]   Three-dimensional optical tomography of hemodynamics in the human head [J].
Bluestone, AY ;
Abdoulaev, G ;
Schmitz, CH ;
Barbour, RL ;
Hielscher, AH .
OPTICS EXPRESS, 2001, 9 (06) :272-286
[5]   Simulation study of magnetic resonance imaging-guided cortically constrained diffuse optical tomography of human brain function [J].
Boas, DA ;
Dale, AM .
APPLIED OPTICS, 2005, 44 (10) :1957-1968
[6]   Improving the diffuse optical imaging spatial resolution of the cerebral hemodynamic response to brain activation in humans [J].
Boas, DA ;
Chen, K ;
Grebert, D ;
Franceschini, MA .
OPTICS LETTERS, 2004, 29 (13) :1506-1508
[7]   Design and construction of a realistic digital brain phantom [J].
Collins, DL ;
Zijdenbos, AP ;
Kollokian, V ;
Sled, JG ;
Kabani, NJ ;
Holmes, CJ ;
Evans, AC .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1998, 17 (03) :463-468
[8]   Three-dimensional diffuse optical tomography in the parallel plane transmission geometry: Evaluation of a hybrid frequency domain/continuous wave clinical system for breast imaging [J].
Culver, JP ;
Choe, R ;
Holboke, MJ ;
Zubkov, L ;
Durduran, T ;
Slemp, A ;
Ntziachristos, V ;
Chance, B ;
Yodh, AG .
MEDICAL PHYSICS, 2003, 30 (02) :235-247
[9]   Anatomical atlas-guided diffuse optical tomography of brain activation [J].
Custo, Anna ;
Boas, David A. ;
Tsuzuki, Daisuke ;
Dan, Ippeita ;
Mesquita, Rickson ;
Fischl, Bruce ;
Grimson, W. Eric L. ;
Wells, Williams, III .
NEUROIMAGE, 2010, 49 (01) :561-567
[10]   Cortical surface-based analysis - I. Segmentation and surface reconstruction [J].
Dale, AM ;
Fischl, B ;
Sereno, MI .
NEUROIMAGE, 1999, 9 (02) :179-194