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Current Medical Imaging

Editor-in-Chief

ISSN (Print): 1573-4056
ISSN (Online): 1875-6603

Review Article

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

Author(s): T. Kalaiselvi* and S. Karthigai Selvi

Volume 14, Issue 4, 2018

Page: [489 - 505] Pages: 17

DOI: 10.2174/1573405613666170614082314

Price: $65

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.

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