Unifying the analyses of anatomical and diffusion tensor images using volume-preserved warping

Journal of Magnetic Resonance Imaging

Volumn 25, Issue 3, 2007, Pages 612-624

  Xu, Dongrong ^a,b,d   Hao, Xuejun ^a,b   Bansal, Ravi ^a,b   Plessen, Kerstin J ^a,b,c   Geng, Weidong ^d   Hugdahl, Kenneth ^c   Peterson, Bradley S ^a,b  

^a Columbia University ^*  (United States)

^b NEW YORK STATE PSYCHIATRIC INSTITUTE   (United States)

^c UNIVERSITY OF BERGEN   (Norway)

^d ZHEJIANG UNIVERSITY   (China)

Author keywords

Anatomical imaging; Diffusion tensor imaging; Fiber clustering and comparison; Fiber tracking; Multimodal imaging data analysis; Volume preserved warping

Indexed keywords

ADOLESCENT; ALGORITHM; ARTICLE; AUTOMATION; CALCULATION; CLINICAL ARTICLE; CONTROLLED STUDY; DIFFUSION TENSOR IMAGING; GILLES DE LA TOURETTE SYNDROME; HUMAN; NEUROANATOMY; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; RELIABILITY; SCHOOL CHILD;

ADOLESCENT; ALGORITHMS; BRAIN; BRAIN MAPPING; CHILD; DIFFUSION MAGNETIC RESONANCE IMAGING; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; NERVE FIBERS; NEURAL PATHWAYS; REFERENCE VALUES; REPRODUCIBILITY OF RESULTS; TOURETTE SYNDROME;

EID: 33847688432     PISSN: 10531807     EISSN: 15222586     Source Type: Journal    
DOI: 10.1002/jmri.20858     Document Type: Article

References (39)

1. Makris N, Worth AJ, Sorensen AG, et al. Morphometry of in vivo human white matter association pathways with diffusion weighted magnetic resonance imaging. Ann Neurol 1997;42:951-962.
2. Lehtovirta M, Laakso MP, Soininen H, et al. Volumes of hippocampus, amygdala, and frontal lobe in Alzheimer patients with different apolipoprotein E genotypes. Neuroscience 1995;67:65-72.
3. Stieltjes B, Kaufmann WE, v Zijl PCM, Fredericksen K, Pearlson GD, Mori S. Diffusion tensor imaging and axonal tracking in the human brainstem. Neuroimage 2001;14:723-735.
4. Mori S, Fredericksen K, van Zijl PC, et al. Brain white matter anatomy of tumor patients evaluated with diffusion tensor imaging. Ann Neurol 2002;51:377-380.
5. Wells III WM, Grimson E, Kikinis R, Jolesz FA. Adaptive Segmentation of MRI Data. IEEE Trans Med Imaging 1996;15:429-442.
6. Prastawa M, Bullitt E, Moon N, Van Leemput K, Gerig G. Automatic brain tumor segmentation by subject specific modification of atlas priors. Acad Radiol 2003;10:1341-1348.
7. Kubicki M, Park H, Westin CF, et al. DTI and MTR abnormalities in schizophrenia: analysis of white matter integrity. Neuroimage 2005;26:1109-1118.
8. Peterson BS, Staib L, Scahill L, et al. Regional brain and ventricular volumes in Tourette syndrome. Arch Gen Psychiatry 2001;58:427-440.
9. Peterson BS, Thomas P, Kane MJ, et al. Basal ganglia volumes in patients with Gilles de la Tourette syndrome. Arch Gen Psychiatry 2003;60:415-424.
10. Guye M, Parker G, Symms S, et al. Combined functional MRI and tractography to demonstrate the connectivity of the human primary motor cortex in vivo. Neuroimage 2003;19:1349-1360.
11. DeLisi LE, Bertisch HC, Szulc KU, et al. A preliminary DTI study showing no brain structural change associated with adolescent cannabis use. Harm Reduct J 2006;3:17.
12. John H, Gilmorea B, Zhaic G, Wilberc K, Smithc JK, Linc GGW. 3 Tesla magnetic resonance imaging of the brain in newborns. Psychiatry Res 2004;132:81-85.
13. Xu D, Mori S, Solaiyappan M, van Zijl PC, Davatzikos C. A framework for callosal fiber distribution analysis. Neuroimage 2002;17: 1131-1143.
14. Xu D, Mori S, Shen D, v. Zijl PCM, Davatzikos C. Spatial normalization of diffusion tensor fields. Magn Reson Med 2003;50:175-182.
15. Bansal R, Xu D, Peterson BS, Eigenfunction-based coregistration of diffusion tensor images to anatomical MR images. In: Proceedings of the 13th Annual Meeting of ISMRM, Miami Beach, FL, USA, 2005 (Abstract 2332).
16. Maes F, Collignon A, Vandermeulen D, Marchal G, Suetens P. Multimodality image registration by maximization of mutual information. IEEE Trans Med Imaging 1997;16:187-198.
17. Collignon A, Maes F, Delaere D, Vandermeulen D, Suetens P, Marchal G. Automated multi-modality image registration based on information theory. In: Bizais Y, Barillot C, Paola RD, editors. Information processing in medical imaging. Dordrecht. The Netherlands: Kluwer: 1995. p 263-274.
18. Friston K. Commentary and opinion: II. Statistical parametric mapping: ontology and current issues. J Cereb Blood Flow Metab 1995; 15:361-370.
19. Friston K. Statistical parametric mapping and other analyses of functional imaging data. In: Toga AW, Mazziotta, J. Brain mapping: the methods. San Diego: Academic Press: 1996. p 363-393.
20. Woods RP, Grafton ST, Holmes CJ, Cherry SR, Mazziotta JC. Automated image registration: I. General methods and intrasubject. intramodality validation. J Comput Assist Tomogr 1998;22:139-152.
21. Woods RP, Grafton ST, Watson JD, Sicotte NL, Mazziotta JC. Automated image registration: II. Intersubject validation of linear and nonlinear models. J Comput Assist Tomogr 1998;22:153-165.
22. Shin Y, Kim D, Ha H, et al. Sex differences in the human corpus callosum: diffusion tensor imaging study. Neuroreport 2005;16: 795-798.
23. Dougherty R, Ben-Shachar M, Bammer R, Brewer A, Wandell B. Functional organization of human occipital-callosal fiber tracts. Proc Natl Acad Sci USA 2005;102:7350-7355.
24. Bansal R, Staib LH, Whiteman R, Wang Y-M, Peterson BS. ROC-based assessments of 3D cortical surface-matching algorithms. Neuroimage 2005;24:150-162.
25. Xu D, Bansal R, Plessen JK, Martin L, Peterson BS, Hugdahl K. A DTI study of adolescent Tourette's syndrome. In: Proceedings of the 11th Annual Meeting of the Organization for Human Brain Mapping (OHBM) Toronto, Canada, June 12-15, 2005.
26. Christensen G, Rabbitt RD, Miller RI. 3D brain mapping using a deformable neuroanatomy. Phys Med Biol 1994;39:609-618.
27. Goldszal AF, Davatzikos C, Pham D, Yan M, Bryan RN, Resnick SM. An image processing protocol for the analysis of MR images from an elderly population. J Comput Assist Tomogr 1998;22:827-837.
28. Davatzikos C, Genc A, Xu D, Resnick SM. Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy. Neuroimage 2001;14:1361-1369.
29. Davatzikos C, Resnick SM. Sex differences in anatomic measures of interhemispheric connectivity: correlations with cognition in men but not in women. Cereb Cortex 1998;8:635-640.
30. Moffat SD, Szekely CA, Zonderman AB, Kabani NJ, Resnick SM. Longitudinal change in hippocampal volume as a function of apolipoprotein E genotype. Neurology 2000;55:134-136.
31. Matsuda H, Kitayama N, Ohnishi T, et al. Longitudinal evaluation of both morphologic and functional changes in the same individuals with Alzheimer's disease. J Nucl Med 2002;43:304-311.
32. Shen D, Davatzikos C. Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping. Neuroimage 2004;21:1508-1517.
33. Cahn W, Pol HE, Lems EB, et al. Brain volume changes in first-episode schizophrenia: a 1-year follow-up study. Arch Gen Psychiatry 2002;59:1002-1010.
34. Aylward E, Minshew N, Field K, Sparks B, Singh N. Effects of age on brain volume and head circumference in autism. Neurology 2002; 59:175-183.
35. Tang Y, Whitman G, Lopez I, Baloh R. Brain volume changes on longitudinal magnetic resonance imaging in normal older people. J Neuroimaging 2001;11:393-400.
36. Plessen JK, Wentzel-Larsen T, Hugdahl K, et al. Altered interhemispheric connectivity in individuals with Tourette's disorder. Am J Psychiatry 2004;161:2028-2037.
37. Makrogiannis S, Verma R, Karacali B, Davatzikos C. A joint transformation and residual image descriptor for morphometric image analysis using an equivalence class formulation. In: 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06). New York: IEEE Computer Society; 2006. p 74.
38. Davatzikos C. Spatial transformation and registration of brain images using elastically deformable models. Comput Vis Image Underst 1997;66:207-222. (Special Issue on Medical Imaging)
39. Shen D, Davatzikos C. HAMMER: hierarchical attribute matching mechanism for elastic registration. IEEE Trans Med Imaging 2002; 21:1421-1439.