1. A method comprising: sequentially acquiring a plurality of interleaved magnetic resonance radial acquisition datasets using a magnetic resonance scanner; reconstructing each magnetic resonance radial acquisition dataset into a corresponding image to generate a set of images, the reconstructing including expanding each radial k-space line into a radial band in k-space; spatially registering the set of images; and combining the spatially registered set of images to generate a motion-corrected image.