1. A method for magnetic resonance imaging (MRI), comprising: obtaining a plurality of MRI images acquired at different echo times subsequent to an excitation pulse applied to a sample which is being imaged; performing a curve-fitting for a specified variation in each pixel of the MRI images to produce fitted parameters; and using the fitted parameters for the specified variation in the MRI images to synthesize the MRI images to form an image at any echo time with reduced noise.