CFP last date
20 December 2024
Reseach Article

Brain Tumor Segmentation using Genetic Algorithm

Published on March 2014 by Divya Kaushik, Utkarsha Singh, Paridhi Singhal, Vijai Singh
International Conference on Advances in Computer Engineering and Applications
Foundation of Computer Science USA
ICACEA - Number 5
March 2014
Authors: Divya Kaushik, Utkarsha Singh, Paridhi Singhal, Vijai Singh
b2c6624f-ae57-4510-a1dd-e02b4d2b72d0

Divya Kaushik, Utkarsha Singh, Paridhi Singhal, Vijai Singh . Brain Tumor Segmentation using Genetic Algorithm. International Conference on Advances in Computer Engineering and Applications. ICACEA, 5 (March 2014), 13-15.

@article{
author = { Divya Kaushik, Utkarsha Singh, Paridhi Singhal, Vijai Singh },
title = { Brain Tumor Segmentation using Genetic Algorithm },
journal = { International Conference on Advances in Computer Engineering and Applications },
issue_date = { March 2014 },
volume = { ICACEA },
number = { 5 },
month = { March },
year = { 2014 },
issn = 0975-8887,
pages = { 13-15 },
numpages = 3,
url = { /proceedings/icacea/number5/15641-1452/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Advances in Computer Engineering and Applications
%A Divya Kaushik
%A Utkarsha Singh
%A Paridhi Singhal
%A Vijai Singh
%T Brain Tumor Segmentation using Genetic Algorithm
%J International Conference on Advances in Computer Engineering and Applications
%@ 0975-8887
%V ICACEA
%N 5
%P 13-15
%D 2014
%I International Journal of Computer Applications
Abstract

Detection of brain tumour is very common fatality in current scenario of health care society. Image segmentation is used to extract the abnormal tumour portion in brain. Brain tumor is an abnormal mass of tissue in which cells grow and multiply uncontrollably, apparently unregulated by mechanisms that control cells. Several techniques have been developed for detection of tumor in brain. Our main concentration is on the techniques which use image segmentation to detect brain tumor. Tumor classification and segmentation from brain computed tomography image data is an important but time consuming task performed by medical experts.

References
  1. Akbar Shahrzad Khashandarag, Mirkamal Mirnia, Aidin Sakhavati, "A New Method for Medical Image Clustering Using Genetic Algorithm", IJCSI International Journal of Computer Science Issues, Vol. 10, Issue 1, No 1, January 2013
  2. Baladhandapani Arunadevi, Subramaniam N. Deepa. "Brain Tumor Tissue Categorization In 3D Magnetic Resonance Images Using Improved PSO For Extreme Learning Machine", Progress In Electromagnetics Research B, Vol. 49, 31-54, 2013.
  3. Falkenauer, E. , "Genetic Algorithms and Grouping Problems", John Wiley & Sons, Boston, 1998.
  4. G. M. N. R. Gajanayake, R. D. Yapa and B. Hewawithana "Comparison of Standard Image Segmentation Methods for Segmentation of Brain Tumors from 2D MR Images"
  5. Minakshi Sharma and Dr. Sourabh Mukherjee "Fuzzy C-Means, ANFIS and Genetic Algorithm for Segmenting Astrocytoma –A Type of Brain Tumor "
  6. Payel Ghosh, Melanie Mitchell. "Segmentation of Medical Images Using a Genetic Algorithm".
  7. Priyanka, Balwinder Singh" A Review On Brain Tumor Detection Using Segmentation"
  8. R. Sukanesh and A. Padma "Automatic Classification and Segmentation of Brain Tumor in CT Images using Optimal Dominant Gray level Run length Texture Features "
  9. Sudipta Roy,Atanu Saha and Prof. Samir K. Bandyopadhyay. " Brain Tumor Segmentation And Quantification From MRI Of Brain"
  10. S. Cagnoni, A. B. Dobrzeniecki, R. Poli, J. C. Yanch. "Genetic algorithm-based interactive segmentation of 3D medical images", 1999.
  11. S. E. Papadakis, P. Tzionas, V. G. Kaburlasos, J. B. Theocharis. , "A genetic based approach to the type I structure identification". Informatica, 2005, Vol. 16, No. 3, 365 – 382.
  12. T. Logeswari and M. Karnan" An Improved Implementation of Brain Tumor Detection Using Segmentation Based on Hierarchical Self Organizing Map"
  13. Tianzi Jiang, Faguo Yang, Yong Fan, David J. Evans. "A Parallel Genetic Algorithm for Cell Image Segmentation", August 2001.
Index Terms

Computer Science
Information Sciences

Keywords

Brain Tumor Ga Image Segmentation