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Including 120 MS patients(RRMS,SPMS,PPMS)and 19 healthy individuals for the control group,this study aims at diagnosing MS subgroups through Magnetic Resonance Imaging and Expanded Status Disability Scale applied onto the input of Artificial Neural Networks Algorithms(ANN),namely Cascade Forward Back Propagation and Nonlinear Autoregressive(NARX).