Caudate shape discrimination in schizophrenia using template-free non-parametric tests

Lecture Notes in Computer Science

Volumn 2879, Issue PART 2, 2003, Pages 661-669

  Sampath, Y ^a   Vetsa, K ^a   Styner, Martin ^a   Pizer, Stephen M ^a   Lieberman, Jeffrey A ^b   Gerig, Guido ^a,b  

^a CB 3175 Sitterson Hall   (United States)

^b UNIVERSITY OF NORTH CAROLINA SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; DRUG DOSAGE; FEATURE EXTRACTION; MAGNETIC RESONANCE IMAGING; PARAMETER ESTIMATION; PATIENT TREATMENT; PROBLEM SOLVING; STATISTICAL METHODS; VECTORS; DEFORMATION; DISEASES; DRUG THERAPY; MEDICAL COMPUTING; MEDICAL IMAGING;

MESH DEFORMATION; SCHIZOPHRENIA; SHAPE DISCRIMINATION;

NEUROLOGY; PATIENT TREATMENT;

AUTOMATED TECHNIQUES; HIGH DIMENSIONAL FEATURE; MEDIAL REPRESENTATION; SCHIZOPHRENIA PATIENTS; SHAPE DISCRIMINATION; SHAPE REPRESENTATION; STATISTICAL SHAPE ANALYSIS; SURFACE DESCRIPTION;

EID: 0344823949     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Lieberman, J., Jody, D., Geisler, S., Alvir, J., Loebel, A., Szymanski, S., Woerner, M., Borenstein: Time course and biological correlates of treatment response in first episode schizophrenia. Arch of Gen Psychiatry 50 (1993) 369-376
2. Chakos, M., J.A., L., Alvir, J., Bilder, R., Ashtari, M.: Caudate nuclei volumes in schizophrenic patients treated with typical antipsychotics or clozapine. Lancet (1995) 345-357 letter.
3. Levitt, J., McVarley, R., Dickey, C., Voglmaier, M., Niznikiewicz, M., Seidman, L., Hirayasu, Y., Ciszewski, A., Kikinis, R., Jolesz, F., Shenton, M.: MRI study of caudate nucleus volume and its cognitive correlates in neuroleptic-naive patients with schizotypal personality disorder. Am J Psychiatry 159 (2002) 1190-1197
4. Csernansky, J., Joshi, S., Wang, L., Haller, J., Gado, M., Miller, J., Grenander, U., Miller, M.: Hippocampal morphometry in schizophrenia via high dimensional brain mapping. Proc. Natl. Acad. Sci. USA 95 (1998) 11406-11411
5. Wang, L., Joshi, S., Miller, M., Csernansky, J.: Statistical analysis of hippocampal asymmetry in schizophrenia. NeuroImage (2000)
6. Gerig, G., Styner, M., M., S., Lieberman, J.: Shape versus size: Improved understanding of the morphology of brain structures. In: Medical Image Computing and Computer-Assisted Intervention MICCAI 2002. Volume 2208 of LNCS., Springer Verlag (2001) 24-32
7. Styner, M., Gerig, G.: Three-dimensional medial shape representation incorporating object variability. In: Proc. of Computer Vision and Pattern Recognition CVPR 2001, IEEE Computer Society (2001) 651-656
8. Bookstein, F.: Shape and the Information in Medical Images: A Decade of the Morphometric Synthesis. CVIU 66 (1997) 97-118
9. Joshi, S., Miller, M.I.: Landmark matching via large deformation diffeomorphisms. IEEE Transactions on Image Processing 9 (2000) 1357-1370
10. Davatzikos, C.: Spatial transformation and registration of brain images using elastically deformable models. CVIU 66 (1997) 207-222
11. Thompson, P., Giedd, J., Woods, R., MacDonald, D., Evans, A., Toga, A.: Growth patterns in the developing brain detected by using continuum mechanical tensor maps. Nature 404 (2000) 190-193
12. Cootes, T., Taylor, C., Cooper, D., Graham, J.: Active shape models - their training and application. Computer Vision and Image Understanding 61 (1995) 38-59
13. Staib, L., Duncan, J.: Model-based Deformable Surface Finding for Medical Images. IEEE TMI 15 (1996) 1-12
14. Kelemen, A.and Székely, G., Gerig, G.: Three-dimensional model-based segmentation. IEEE TMI 18 (1999)
15. Golland, P., Grimson, W.: Fixed topology skeletons. In: ICCV. (1999)
16. Pizer, S.M., Chen, J.Z., Fletcher, P.T., Fridman, Y., Fritsch, D.S., Gash, A.G., Glotzer, J.M., Jiroutek, M.R., Joshi, S., Lu, C., Muller, K.E., Thall, A., Tracton, G., Yushkevich, P., Chaney, E.L.: Deformable M-Reps for 3D Medical Image Segmentation. IJCV 55 (2003)
17. Golland, P., Fischl, B.: Permutation tests for classification towards statistical significance in image-based studies. In Taylor, C., Noble, J.A., eds.: Information Processing in Medical Imaging IPMI. LNCS 2732, Springer Verlag (2003) 330-341
18. Efron, B.: An Introduction to the Bootstrap. Chapman & Hall (1998) Download Mathematica Software Permutation Tests: http://library.wolfram.com/infocenter/MathSource/.