Fractal-based brain tumor detection in multimodal MRI

@article{Iftekharuddin2009FractalbasedBT,
  title={Fractal-based brain tumor detection in multimodal MRI},
  author={Khan M. Iftekharuddin and Jing Zheng and Mohammad A. Islam and Robert J. Ogg},
  journal={Appl. Math. Comput.},
  year={2009},
  volume={207},
  pages={23-41}
}
  • Khan M. Iftekharuddin, Jing Zheng, +1 author Robert J. Ogg
  • Published in Appl. Math. Comput. 2009
  • Computer Science, Mathematics
  • In this work, we investigate the effectiveness of fusing two novel texture features along with intensity in multimodal magnetic resonance (MR) images for pediatric brain tumor segmentation and classification. One of the two texture features involves our Piecewise-Triangular-Prism-Surface-Area (PTPSA) algorithm for fractal feature extraction. The other texture feature exploits our novel fractional Brownian motion (fBm) framework that combines both fractal and wavelet analyses for fractalwavelet… CONTINUE READING

    Create an AI-powered research feed to stay up to date with new papers like this posted to ArXiv

    Citations

    Publications citing this paper.
    SHOWING 1-10 OF 90 CITATIONS

    Performance Study on Brain Tumor Segmentation Techniques

    VIEW 5 EXCERPTS
    CITES METHODS & BACKGROUND
    HIGHLY INFLUENCED

    Segmentation of Tumor and Edema Along With Healthy Tissues of Brain Using Wavelets and Neural Networks

    VIEW 4 EXCERPTS
    CITES METHODS & BACKGROUND
    HIGHLY INFLUENCED

    A morphological cellular automata based on morphological independence

    VIEW 4 EXCERPTS
    CITES BACKGROUND & METHODS
    HIGHLY INFLUENCED

    A potential field segmentation based method for tumor segmentation on multi-parametric MRI of glioma cancer patients

    VIEW 1 EXCERPT
    CITES METHODS

    FILTER CITATIONS BY YEAR

    2008
    2020

    CITATION STATISTICS

    • 3 Highly Influenced Citations

    • Averaged 8 Citations per year from 2017 through 2019

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 56 REFERENCES

    Statistical analysis of fractal-based brain tumor detection algorithms.

    VIEW 15 EXCERPTS

    Automatic segmentation of non-enhancing brain tumors in magnetic resonance images

    VIEW 4 EXCERPTS
    HIGHLY INFLUENTIAL

    Interplay between intensity standardization and inhomogeneity correction in MR image processing

    VIEW 4 EXCERPTS
    HIGHLY INFLUENTIAL

    Fractal analysis of tumor in brain MR images

    VIEW 6 EXCERPTS

    New variants of a method of MRI scale standardization

    VIEW 4 EXCERPTS
    HIGHLY INFLUENTIAL

    J

    • D. Mahmoud-Ghoneim, G. Toussint
    • Constans, J.-D.d. Certains, Three dimensional texture analysis in MRI: a preliminary evaluation in gliomas, Magn. Reson. Imaging 21 (2003) 983–987. Please cite this article in press as: Khan M. Iftekharuddin et al., Fractal-based brain tumor detection in multimodal MRI, Appl. Math. Comput. (2008), d
    • 2008
    VIEW 1 EXCERPT

    A system for brain tumor volume estimation via MR imaging and fuzzy connectedness.

    VIEW 1 EXCERPT

    Abnormal cortical complexity and thickness profiles mapped in Williams syndrome.

    VIEW 2 EXCERPTS