International journal of computer assisted radiology and surgery
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Int J Comput Assist Radiol Surg · Sep 2016
Optimal classification for the diagnosis of duchenne muscular dystrophy images using support vector machines.
This study aimed to investigate the optimal support vector machines (SVM)-based classifier of duchenne muscular dystrophy (DMD) magnetic resonance imaging (MRI) images. ⋯ The T1W images in SVM-based classifier [Formula: see text] at level 2 decomposition showed the highest performance of all, demonstrating that it was the optimal classification for the diagnosis of DMD.