Automatic statistical identification of neuroanatomical abnormalities between different populations

Alexandre Guimond; Svetlana Egorova; Ronald J. Killiany; Marilyn S. Albert; Charles R.G. Guttmann

doi:10.1007/3-540-45786-0_97

Automatic statistical identification of neuroanatomical abnormalities between different populations

Alexandre Guimond, Svetlana Egorova, Ronald J. Killiany, Marilyn S. Albert, Charles R.G. Guttmann

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We present a completely automatic method to identify abnormal anatomical configurations of the brain resulting from various pathologies. The statistical framework developed here is applied to identify regions that significant differ from normal anatomy in two groups of patients, namely subjects who subsequently converted to Alzheimer’s Disease (AD) and subjects with mild AD. The regions identified are consistent with post-mortem pathological findings in AD.

Original language	English (US)
Title of host publication	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002 - 5th International Conference, Proceedings
Editors	Takeyoshi Dohi, Ron Kikinis
Publisher	Springer Verlag
Pages	785-792
Number of pages	8
ISBN (Print)	9783540457862
DOIs	https://doi.org/10.1007/3-540-45786-0_97
State	Published - 2002
Externally published	Yes
Event	5th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2002 - Tokyo, Japan Duration: Sep 25 2002 → Sep 28 2002

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	2488
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	5th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2002
Country/Territory	Japan
City	Tokyo
Period	9/25/02 → 9/28/02

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/3-540-45786-0_97

Cite this

Guimond, A., Egorova, S., Killiany, R. J., Albert, M. S., & Guttmann, C. R. G. (2002). Automatic statistical identification of neuroanatomical abnormalities between different populations. In T. Dohi, & R. Kikinis (Eds.), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002 - 5th International Conference, Proceedings (pp. 785-792). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2488). Springer Verlag. https://doi.org/10.1007/3-540-45786-0_97

Automatic statistical identification of neuroanatomical abnormalities between different populations. / Guimond, Alexandre; Egorova, Svetlana; Killiany, Ronald J. et al.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002 - 5th International Conference, Proceedings. ed. / Takeyoshi Dohi; Ron Kikinis. Springer Verlag, 2002. p. 785-792 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2488).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Guimond, A, Egorova, S, Killiany, RJ, Albert, MS & Guttmann, CRG 2002, Automatic statistical identification of neuroanatomical abnormalities between different populations. in T Dohi & R Kikinis (eds), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002 - 5th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2488, Springer Verlag, pp. 785-792, 5th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2002, Tokyo, Japan, 9/25/02. https://doi.org/10.1007/3-540-45786-0_97

Guimond A, Egorova S, Killiany RJ, Albert MS, Guttmann CRG. Automatic statistical identification of neuroanatomical abnormalities between different populations. In Dohi T, Kikinis R, editors, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002 - 5th International Conference, Proceedings. Springer Verlag. 2002. p. 785-792. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-45786-0_97

Guimond, Alexandre ; Egorova, Svetlana ; Killiany, Ronald J. et al. / Automatic statistical identification of neuroanatomical abnormalities between different populations. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002 - 5th International Conference, Proceedings. editor / Takeyoshi Dohi ; Ron Kikinis. Springer Verlag, 2002. pp. 785-792 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Automatic statistical identification of neuroanatomical abnormalities between different populations

Abstract

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