Localization of neurodegenerative brain MRI image for gene expression evaluation

被引:0
|
作者
Gopal, Babu [1 ]
Rajagopal, Sivakumar [1 ]
机构
[1] RMK Engn Coll, Kavaraipettai 601206, Tamil Nadu, India
来源
BIOMEDICAL RESEARCH-INDIA | 2017年 / 28卷 / 02期
关键词
Neuro degeneration; Discrete curvelet decomposition; Spatial fuzzy clustering; Brain MRI image; Gene expression evaluation; SEGMENTATION; ALGORITHM;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The soft computing techniques solve the major localization problems in optimization of biomedical images. We have developed an automatic method aimed first at segmentation of MRI brain images by denoising with Discrete Curvelet Transform. Then clustering of denoised images using Fuzzy C-means clustering localized the abnormality by simulating the anatomical structure. The statistical analysis confirmed the validity of the algorithm. The abnormality in localization compared with microarray gene expression evaluation also showed variations which will be helpful for the development of gene module based neuroimaging advancements.
引用
收藏
页码:539 / 548
页数:10
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