Magnetic Resonance Imaging (MRI) is a technique that has the potential to improve medical diagnosis. This work uses a signal processing approach to describe the fundamentals of MRI. It covers physical MRI fundamentals, image segmentation and quantitative analysis, modeling and analysis in perfusion images and functional signal analysis.