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Journal Articles

Automated brain tumor segmentation from multimodal MRI data based on Tamura texture feature and an ensemble SVM classifier

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Li Na, Xiong Zhiyong, Deng Tianqi, Ren Kai
Journal: International Journal of Intelligent Computing and Cybernetics
International Journal of Intelligent Computing and Cybernetics (2019) 12 (4): 466–480.
https://doi.org/10.1108/IJICC-04-2019-0031
Published: 04 September 2019
..., the bagging random sampling method is utilized to construct the ensemble SVM classifier based on a weighted voting mechanism to classify the types of voxel. Findings The experiments are conducted over a sample data set to be called BraTS2015. The experiments demonstrate that Tamura texture is very useful...
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