An improved tumor segmentation algorithm from T2 and FLAIR multimodality MRI brain images by support vector machine and genetic algorithm

An improved tumor segmentation algorithm from T2 and FLAIR multimodality MRI brain images by support vector machine and genetic algorithm

This paper puts forth a framework of a medical image analysis system for brain tumor segmentation. Image segmentation helps to segregate objects right from the background, thus proving to be a powerful tool in medical image processing. This paper presents an improved segmentation algorithm rooted in...

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Bibliographic Details
Main Authors: Aswathy Sukumaran, Devadhas G. Glan, S. S. Kumar
Format: Article
Language:English
Published: Taylor & Francis Group 2018-01-01
Series:Cogent Engineering
Subjects:
segmentation
support vector machine
genetic algorithm
k nearest neighbors
wrapper method
Online Access:http://dx.doi.org/10.1080/23311916.2018.1470915

Internet

http://dx.doi.org/10.1080/23311916.2018.1470915

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