Extraction of the midsagittal plane from morphological neuroimages using the Kullback-Leibler's measure

Medical Image Analysis

Volumn 10, Issue 6, 2006, Pages 863-874

  Volkau, Ihar ^a   Bhanu Prakash, K N ^a   Ananthasubramaniam, Anand ^a   Aziz, Aamer ^a   Nowinski, Wieslaw L ^a  

^a AGENCY FOR SCIENCE   (Singapore)

Author keywords

Interhemispheric fissure; Kullback Leibler's measure; Midsagittal plane; Talairach transformation

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; MORPHOLOGY; ROTATION;

INTERHEMISPHERIC FISSURE; KULLBACK-LEIBLER'S MEASURE; MIDSAGGITAL PLANE; TALAIRACH TRANSFORMATION;

NEUROLOGY;

ALGORITHM; ANALYTICAL ERROR; ARTICLE; CALCULATION; CEREBROSPINAL FLUID; COMPUTER ASSISTED TOMOGRAPHY; ENTROPY; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; MAGNETIC RESONANCE ANGIOGRAPHY; MEDICAL EXPERT; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PHANTOM; PRIORITY JOURNAL; PROBABILITY; QUALITATIVE ANALYSIS; QUANTITATIVE ANALYSIS; SIGNAL NOISE RATIO; VALIDATION STUDY; VOLUMETRY;

ARACHNOID CYSTS; BRAIN; BRAIN NEOPLASMS; EPENDYMOMA; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MENINGIOMA; PHANTOMS, IMAGING; TOMOGRAPHY, X-RAY COMPUTED;

EID: 33751314547     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.media.2006.07.005     Document Type: Article

References (27)

1. Ardekani B.A., Kershaw J., Braun M., and Kanno I. Automatic detection of the mid-sagittal plane in 3-D brain images. IEEE Trans. Med. Imaging 16 (1997) 947-952
2. Brummer M.E. Hough transform detection of the longitudinal fissure in tomographic head images. IEEE Trans. Med. Imaging 10 1 (1991) 74-81
3. Chan, H.M., Chung, A.C.S., Yu, S.C.H., Norbash, A., Wells, W.M., 2003. Multi-modal image registration by minimizing Kullback-Leibler distance between expected and observed joint class histograms. In: Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2, Madison, Wisconsin, pp. 570-576.
4. Crow T.J. Temporal lobe asymmetry as the key to the etiology of schizophrenia. Schizophr. Bull. 16 (1990) 433-443
5. Duvernoy H.M. The Human Brain: Surface, Blood Supply, and Three Dimensional Sectional Anatomy. second ed. (1999), Springer, Vienna
6. Gofman, Y., Kiryati, N., 1996. Detecting symmetry in grey level images: the global optimization approach. In: Kropatsch, W.G. (Ed.), Thirteenth International Conference on Pattern Recognition, ICPR'96, IEEE Computer Society, pp. 889-894.
7. Guillemaud R., Marais P., Zisserman A., McDonald B., Crow T.J., and Brady M. A three dimensional mid sagittal plane for brain asymmetry measurement. Schizophr. Res. 18 2-3 (1996) 183-184
8. Hibbard L.S. Region segmentation using information divergence measures. Med. Image Anal. 8 (2004) 233-244
9. Hu Q., and Nowinski W.L. A rapid algorithm for robust and automatic extraction of the midsagittal plane of the human cerebrum from neuroimages based on local symmetry and outlier removal. Neuroimage 20 (2003) 2153-2165
10. Joshi S., Lorenzen P., Gerig G., and Bullitt E. Structural and radiometric asymmetry in brain images. Med. Image Anal. 7 (2003) 155-170
11. Junck L., Moen J.G., Hutchins G.D., Brown M.B., and Kuhl D.E. Correlation methods for the centering, rotation, and alignment of functional brain images. J. Nucl. Med. 31 (1990) 1220-1226
12. Kerridge D.F. Inaccuracy and Inference. J. Roy. Statist. Soc. 23 Ser. B (1961) 184-194
13. Kullback S., and Leibler R.A. On information and sufficiency. Ann. Math. Statist. 22 (1951) 79-86
14. Liu Y., Collins R., and Rothfus W.E. Robust midsagittal plane extraction from normal and pathological 3-D neuroradiology images. IEEE Trans. Med. Imaging 20 (2001) 175-192
15. Marais P.C., Guillemaud R., Sakuma M., Zisserman A., and Brady M. Visualising cerebral asymmetry. In: Hohne K.H., and Kikinis R. (Eds). Visualisation in Biomedical Computation (VBC'96). Lecture Notes in Computer Science vol. 1131 (1996), Springer Verlag, Hamburg 411-416
16. Pluim J.P.W., Maintz J.B.A., and Viergever M.A. Mutual-information-based registration of medical images: a survey. IEEE Trans. Med. Imaging 22 (2003) 986-1004
17. Prima S., Ourselin S., and Ayache N. Computation of the mid-sagittal plane in 3D brain images. IEEE Trans. Med. Imaging 21 (2002) 122-138
18. Renyi A. On measures of entropy and information. Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability vol. 1 (1961), U California Press, Berkley 547-561
19. Schaltenbrand G., and Wahren W. Atlas of Stereotaxy of the Human Brain (1977), Thieme Verlag, Stuttgart plates 35-49
20. Shannon C.E. A mathematical theory of communication. The Bell System Technical Journal 27 (1948) 379-423 623-656
21. Smith, S., Jenkinson, M., 1999. Accurate robust symmetry estimation. In: Taylor, C., Colchester, A.C.F. (Eds.), Second International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI'99, 1679, pp. 308-317.
22. Sun C. Symmetry detection using gradient information. Pattern Recog. Lett. 16 9 (1995) 987-996
23. Sun C., and Sherrah J. 3D symmetry detection using the extended Gaussian image. IEEE Trans. Pattern Anal. Mach. Intell. 19 2 (1997) 164-168
24. Talairach J., and Tournoux P. Co-planar Stereotaxic Atlas of the Human Brain (1988), Thieme, Germany pp. 5-8
25. Toga A.W., and Thompson P.M. Mapping brain asymmetry. Nature Rev. Neurosci. 4 1 (2003) 37-48
26. Tuzikov A.V., Colliot O., and Bloch I. Evaluation of the symmetry plane in 3D MR brain images. Pattern Recog. Lett. 24 14 (2003) 2219-2233
27. Wang, Z., Hu, Q., Loe, K.F., Aziz, A., Nowinski, W.L., 2004. Rapid and automatic detection of brain tumors in MR images. In Proceedings of SPIE Medical Imaging 2004: Physiology, Function, and Structure from Medical Images, vol. 5369, pp. 602-612.