This work investigated and evaluated the role of texture analysis based on intra-voxel incoherent motion(IVIM) MR imaging to characterize the bone tumors,and furtherly evaluate the ability of the texture parameters to differentiate benign and malignant bone tumors by using a couple of classifiers, which might be helpful for clinical diagnosis and studies. The texture parameters have the ability to character the bone tumor and the naïvebayes classifier showed the best performance in the differentiation of benign and malignant bone tumors.
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