An apparatus for correcting distortion in medical images comprises a data receiving unit for receiving first medical image data, second medical image data and third medical image data, wherein the first medical image data has a first distortion of a first distortion type and the second medical image data has the first distortion and a second distortion of a second distortion type wherein the first distortion and the second distortion are cumulative, a representation unit for determining a representation of the first type of distortion by comparing the first medical image data to third medical image data, and for determining a second representation of the second distortion in the absence of the first distortion, and an image correction unit for correcting the second type of distortion in the second medical image data using the representation of the first type of distortion and the representation of the second type of distortion.