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Investigation of Image Processing Techniques in MRI Based Medical Image Analysis Methods and Validation Metrics for Brain Tumor

[ Vol. 14 , Issue. 4 ]

Author(s):

T. Kalaiselvi* and S. Karthigai Selvi   Pages 489 - 505 ( 17 )

Abstract:


Background: This paper reviews the recent techniques employed to process brain tumor images from Magnetic Resonance (MR) images. Automation in tumor and its sub-compartment segmentation from MR images is rising and necessary in rapid diagnosis and planning of human brain treatment.

Discussion: The success of fine tumor segmentation depends on an entire pipeline of the processes such as preprocessing, segmentation, feature extraction and classification tools.

Conclusion: Hence, the review aims to present a collective overview of existing techniques and explore the metrics which are used for various performance analysis for image processing techniques.

Keywords:

Brain tumor, magnetic resonance image, classification, segmentation, treatment, processing techniques.

Affiliation:

Department of Computer Science and Applications, The Gandhigram Rural Institute, Deemed University, Gandhigram, Department of Computer Science and Applications, The Gandhigram Rural Institute, Deemed University, Gandhigram

Graphical Abstract:



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