Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value

Christos Davatzikos; Evangelia I. Zacharaki; Ali Gooya; Vanessa Clark

doi:10.1109/IEMBS.2011.6091764

Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value

Christos Davatzikos, Evangelia I. Zacharaki, Ali Gooya, Vanessa Clark

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

4 Scopus citations

Abstract

We discuss computer-based image analysis algorithms of multi-parametric MRI of brain tumors, aiming to assist in early diagnosis of infiltrating brain tumors, and to construct statistical atlases summarizing population-based characteristics of brain tumors. These methods combine machine learning, deformable registration, multi-parametric segmentation, and biophysical modeling of brain tumors.

Original language	English (US)
Title of host publication	33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
Pages	6979-6981
Number of pages	3
DOIs	https://doi.org/10.1109/IEMBS.2011.6091764
State	Published - 2011
Externally published	Yes
Event	33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 - Boston, MA, United States Duration: Aug 30 2011 → Sep 3 2011

Publication series

Name	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN (Print)	1557-170X

Other

Other	33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
Country/Territory	United States
City	Boston, MA
Period	8/30/11 → 9/3/11

ASJC Scopus subject areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

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10.1109/IEMBS.2011.6091764

Cite this

Davatzikos, C., Zacharaki, E. I., Gooya, A., & Clark, V. (2011). Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value. In 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 (pp. 6979-6981). Article 6091764 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). https://doi.org/10.1109/IEMBS.2011.6091764

Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value. / Davatzikos, Christos; Zacharaki, Evangelia I.; Gooya, Ali et al.
33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. 2011. p. 6979-6981 6091764 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Davatzikos, C, Zacharaki, EI, Gooya, A & Clark, V 2011, Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value. in 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011., 6091764, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 6979-6981, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, MA, United States, 8/30/11. https://doi.org/10.1109/IEMBS.2011.6091764

Davatzikos C, Zacharaki EI, Gooya A, Clark V. Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value. In 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. 2011. p. 6979-6981. 6091764. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). doi: 10.1109/IEMBS.2011.6091764

Davatzikos, Christos ; Zacharaki, Evangelia I. ; Gooya, Ali et al. / Multi-parametric analysis and registration of brain tumors : Constructing statistical atlases and diagnostic tools of predictive value. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. 2011. pp. 6979-6981 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value

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