Texture analysis for non-invasive identification of brain tumor genotype from MRI

Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2005

Volumn , Issue , 2005, Pages 459-464

  Brown, Robert A ^a,b   Zlatescu, Magdelena C ^a   Cairncross, J Gregory ^a   Mitchell, J Ross ^a,b  

^a UNIVERSITY OF CALGARY   (Canada)

^b FOOTHILLS HOSPITAL   (Canada)

Author keywords

MR imaging; Oligodendroglioma; S transform; Texture analysis

Indexed keywords

MR IMAGING; NONINVASIVE CLASSIFICATIONS; NONINVASIVE METHODS; OLIGODENDROGLIOMA; S TRANSFORMS; SHORT TIME FOURIER TRANSFORMS; TEXTURE ANALYSIS; TIME FREQUENCY ANALYSIS;

BRAIN; CHEMOTHERAPY; DIAGNOSIS; IMAGE PROCESSING; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; NONINVASIVE MEDICAL PROCEDURES; TEXTURES; TUMORS; VISUALIZATION; WAVELET ANALYSIS;

MAGNETIC RESONANCE;

EID: 48749133452     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Brain tumors (New York: Churchill Livingstone, 1995).
2. H. H. Engelhard, A. Stelea, & A. Mundt, Oligodendrogloma and Anaplastic Oligodendroglioma: Clinical Features, Treatment and Prognosis, Surgical Neurology, 60, 2003, 443-456.
3. F. H. Martini. Fundamentals of anatomy and physiology (Toronto: Prentice Hall, 2001).
4. P. A. Forsyth, & D. A. Stewart, Oligodendrogliomas: The Achilles' Heel of Malignant Gliomas, Canadian Journal of Neurological Science, 28, 2001, 187-188.
5. G. Cairncross, D. Macdonald, & S. Ludwin, Chemotherapy for Anaplastic Oligodendrogliomas, 12, 1994, 2013-2021.
6. J. G. Cairncross, K. Ueki, M. C. Zlatescu, et al., Specific Genetic Predictors of Chemotherapeutic Response and Survival in Patients with Anaplastic Oligodendrogliomas, Journal of the National Cancer Institute, 90, 1998, 1473.
7. G. W. Xu, C. L. Nutt, M. C. Zlatescu, et al., Inactivation of p53 Sensitizes U87MG Glioma Cells to 1,3-bis(2-Chloroethyl)-1-Nitrosourea, Cancer Research, 61, 2001, 4155-4159.
8. D. Fortin, D. R. Macdonald, L. Stitt, et al., PCV for Oligodendroglial Tumors: In Search of Prognostic Factors for Response and Survival, Canadian Journal of Neurological Sciences, 28, 2001, 215-223.
9. C. L. Nutt, D. Mani, R. A. Betensky, et al., Gene Expression-based Classification of Malignant Gliomas Correlates Better with Survival than Histological Classification, Cancer Research, 63, 2003, 1602-1607.
10. J. Megyesi, E. Kachur, D. Lee, et al., Imaging Correlates of Genetic Signatures in Oligodendrogliomas, Clinical Cancer Research, 10, 2004, 4303-4306.
11. R. Lerski, K. Straughan, L. Schad, et al., MR Image Texture Analysis - An Approach to Tissue Characterization, Magnetic Resonance Imaging, 11, 1993, 873-887
12. J. Mathias, P. Tofts, & N. Losseff, Texture Analysis of Spinal Cord Pathology in Multiple Sclerosis, Magnetic Resonance in Medicine, 42, 1999, 929-935.
13. C. Gasperini, M. Horsfield, J. Thorpe, et al., Macroscopic and Microscopic Assessments of Disease Burden by MRI in Multiple Sclerosis: Relationship to Clinical Parameters, Journal of Magnetic Resonance Imaging, 6, 1996, 580-584.
14. D. Jirak, M. Dezortova, P. Taimr, et al., Texture Analysis of Human Liver, Journal of Magnetic Resonance Imaging, 15, 2002, 68-74.
15. H. Zhu, G. Mayer, L. Mansinha, et al., Space-Local Spectral Texture Map Based on MR Images of MS Patients, MS: Clinical and Laboratory Research, 2001
16. L. Mansinha, R. Stockwell, & R. Lowe, Pattern Analysis with Two-Dimensional Spectral Localisation: Applications of Two-Dimensional STransforms, Physica A, 239, 1997, 286-295.
17. R. Brown, H. Zhu, & J. Mitchell, Distributed Vector Processing of a New Local Multi-Scale Fourier Transform for Medical Imaging Applications, IEEE Transactions on Medical Imaging, in press
18. Y. Zhang, H. Zhu, L. Metz, et al., A New MRI Texture Measure to Quantify MS Lesion Progression. Proceedings of the ISMRM Twelth Scientific Meeting and Exhibition, Kyoto Japan, 2004