The objective was to find predictive markers of acquired disability in multiple sclerosis. The original title is: Methodological development for the absolute and multi-tissue quantification in magnetic resonance spectroscopy of metabolic alterations in multiple sclerosis.My work involved the use of several scientific fields: data fusion of image processing (segmentation