Automatic MRI database exploration and applications

International Journal of Pattern Recognition and Artificial Intelligence

Volumn 11, Issue 8, 1997, Pages 1345-1365

  Guimond, Alexandre ^a,b,c   Subsol, Gérard ^a,d   Thirion, Jean Philippe ^a  

^a INRIA   (France)

^b UNIVERSITÉ DE MONTRÉAL   (Canada)

^c UNIVERSITÉ CÔTE D'AZUR   (France)

^d ECOLE CENTRALE PARIS   (France)

Author keywords

Average patient; Classification; Exploration; Image database; Magnetic resonance imaging (MRI); Medical atlas; Registration; Volume of interest (VOI)

Indexed keywords

EID: 5844238768     PISSN: 02180014     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218001497000627     Document Type: Article

References (30)

1. J. Talairach and P. Tournoux, Co-Planar Stereotaxic Atlas of the Human Brain, Thieme Medical Publishers, New York, United States, 1988.
2. G. Schaltenbrand and W. Wahren, Atlas of Stereotaxy of the Human Brain, Georg Thieme Verlag, Stuttgart, 1977.
3. E. Pernkopf, Atlas d'Anatomie Humaine, Piccin, 1983.
4. H. Braak, Architectonics of the Human Telencephalic Cortex, Springer-Verlag, Berlin, 1980.
5. J. C. Mazziotta, A. W. Toga, A. Evans, P. Fox and J. Landcaster, "A probabilistic atlas of the human brain: Theory and rationales for its development", Neuroimage 2 (1995) 89-101.
6. G. Subsol, Construction Automatique d'Atlas Anatomiques Morphométriques à Partir d'Images Médicales Tridimensionnelles, PhD thesis, École Centrale de Paris, 1995. Electronic version: http://www.inria.fr/RRRT/TU-0379.html.
7. A. W. Toga, P. Thompson and B. A. Payne, Modeling Morphometric Changes of the Brain During Development, Academic Press, 1996.
8. G. Subsol, J.-P. Thirion and N. Ayache, "Application of an automatically building 3D morphometric anatomical atlases: Applications to a skull atlas", Medical Robotics and Computer Aided Surgery, Baltimore (USA), Nov. 1995, pp. 226-233. Electronic version: http://www.inria.fr/RRRT/RR-2586.html.
9. A. Guéziec and N. Ayache, "Smoothing and matching of 3D space curves", European Conf. Computer Vision, Santa Margherita (Italy), Springer-Verlag, May 1992.
10. J. Feldmar and N. Ayache, "Rigid, affine and locally affine registration of free-form surfaces", Int. J. Comput. Vision 18, 2 (1996) 99-119. Electronic version: http: //www.inria.fr/RRRT/RR-2220.html.
11. R. Szeliski and S. Lavallée, "Matching 3-D anatomical surfaces with non-rigid deformations using octree-splines", Int. J. Comput. Vision 18, 2 (1996) 171-186.
12. J.-P. Thirion, "Fast non-rigid matching 3D medical images", Medical Robotics and Computer Aided Surgery, Baltimore (USA), Nov. 1995, pp. 47-54. Electronic version: http://www.inria.fr/RRRT/RR-2547.html.
13. D. L. Collins, T. M. Peters and A. C. Evans, "An automated 3D nonlinear deformation procedure for determination of gross morphometric variability in human brain", in Visualization in Biomedical Computing, ed. R. A. Robb, vol. 2359 of SPIE Proc., Rochester, Oct. 1994, pp. 180-190.
14. J. Gee, M. Reivich and R. Bajcsy, "Elastically deforming 3D atlas to match anatomical brain images", J. Comput. Assist. Tomogr. 17, 2 (1993) 225-236.
15. M. Bro-Nielsen and C. Gramkow, "Fast fluid registration of medical images", in Visualization in Biomedical Computing, eds. K. H. Höhne and R. Kikinis, vol. 1131 of Lecture Notes in Computer Science, Hamburg (Germany), Springer, Sept. 1996.
16. D. L. Collins, P. Neelin, T. M. Peters and A. C. Evans, "Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space", J. Comput. Assist. Tomogr. 18, 2 (1992) 205.
17. N. C. Andreasen, S. Arndt, V. Swayze II, T. Cizadlo, M. Flaum, D. O'Leary, J. C. Ehrhardt and W. T. Yuh, "Thalamic abnormalies in schizophrenia visualized through magnetic resonance image averaging", Science 266 (1994) 294-298.
18. J. Martin, A. Pentland, S. Sclaroff and R. Kikinis, "Characterization of neuropathological shape deformations", Technical Report 331, M.I.T. Media Laboratory Perceptual Computing, May 1995.
19. D. Lemoine, C. Barillot, B. Gibaud and E. Pasqualini, "An anatomical-based 3D registration of multi-modality and atlas data in surgery", in Information Processing in Medical Imaging, eds. A. Colchester and D. Hawkes, Springer-Verlag, Wye (UK), 1991, p. 188.
20. T. Greitz, C. Bohm, S. Holte and L. Eriksson, "A computerized brain atlas: Construction, anatomical content, and some applications", J. Comput. Assist. Tomogr. 15, 1 (1991) 26-38.
21. J. Declerck, G. Subsol, J.-P. Thirion and N. Ayache, "Automatic retrieval of anatomical structures in 3D medical images", in Conf. Computer Vision, Virtual Reality and Robotics in Medicine, ed. N. Ayache, vol. 905 of Lecture Notes in Computer Science, Springer-Verlag, Nice (France), Apr. 1995, pp. 153-162. Electronic version: http://www.inria.fr/RRRT/RR-2485.html.
22. R. Bajcsy and S. Kovačič, "Multiresolution elastic matching", Comput. Vision Graphics Imag. Process. 46 (1989) 1-21.
23. G. E. Christensen, M. I. Miller and M. Vannier, "A 3D brain mapping using a deformable neuroanatomy", Phys. Med. Biol. 39 (1994) 609-618.
24. J.-P. Thirion, "Non-rigid matching using demons", Computer Vision and Pattern Recognition, San Francisco (USA), June 1996. Electronic version: http://www.inria.fr/ RRRT/RR-2547.html.
25. H. Hokama, M. E. Shenton, P. G. Nestor, R. Kikinis, J. J. Levitt, D. Metcalf, C. G. Wible, B. F. O'Donnell, F. A. Jolesz and R. W. McCarley, "Caudate, putamen, and globus pallidus volume in schizophrenia: A quantitative MRJ study", Psychiatry Research: Neuroimaging 61 (1995) 209-229.
26. G. Subsol, J.-P. Thirion and N. Ayache, "A general scheme for automatically building 3D morphometric anatomical atlases: Applications to a skull atlas", Medical Robotics and Computer Aided Surgery, Baltimore (USA), Nov. 1995, pp. 373-382. Electronic version: http://www.iniria.fr/RRRT/RR-2586.html.
27. J.-P. Thirion, G. Subsol and D. Dean, "Cross validation of three inter-patients matching methods", in Visualization in Biomedical Computing, vol. 1131 of Lecture Notes in Computer Science, eds. K. H. Höhne and R. Kikinis, Springer-Verlag, Hamburg (Germany), Sept. 1996, pp. 327-336.
28. K. Fukunaga, Introduction to Statistical Pattern Recognition, Computer Science and Scientific Computing, Academic Press, 2nd ed., 1990.
29. T. Pavlidis, Structural Pattern Recognition, vol. 1 of Springer Series in Electrophysics, Springer-Verlag, New York, 1977.
30. A. Venot, J. Lebruchec, J. Golmard and J. Roucavrol, "An automated method for the normalization of scintigraphic images", J. Nuclear Med. 24 (1983) 529-531.