Brain Tumor Detection Using BCFCM Algorithm

  • Unique Paper ID: 146722
  • PageNo: 622-628
  • Abstract:
  • Cell is the smallest unit of tissue, whose abnormal growth causes tumor in brain. Bias field correction fuzzy c-means (BCFCM) and support vector machine (SVM) based tumor detection is presented in this paper. The brain magnetic resonance image (MRI) has an embedded bias field. This field need to be corrected to obtain the actual MR image for classification. The bias field estimation algorithm is the most interesting technique to correct the intensity in-homogeneity. To make this system adaptive we are using support vector machine, support vector machine is used in unsupervised manner which will use to create and maintain the pattern for future use.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{146722,
        author = {Monika P Belekar and Snehal S Thorat},
        title = {Brain Tumor Detection Using BCFCM Algorithm},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {5},
        number = {1},
        pages = {622-628},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=146722},
        abstract = {Cell is the smallest unit of tissue, whose abnormal growth causes tumor in brain. Bias field correction fuzzy c-means (BCFCM) and support vector machine (SVM) based tumor detection is presented in this paper. The brain magnetic resonance image (MRI) has an embedded bias field. This field need to be corrected to obtain the actual MR image for classification. The bias field estimation algorithm is the most interesting technique to correct the intensity in-homogeneity. To make this system adaptive we are using support vector machine, support vector machine is used in unsupervised manner which will use to create and maintain the pattern for future use.},
        keywords = {Segmentation, MRI image, tumor detection, SVM, BCFCM},
        month = {},
        }

Cite This Article

Belekar, M. P., & Thorat, S. S. (). Brain Tumor Detection Using BCFCM Algorithm. International Journal of Innovative Research in Technology (IJIRT), 5(1), 622–628.

Related Articles