Computed tomography (CT) is commonly used as the reference imaging method for radiation therapy treatment planning [1]. Indeed, CT values can be directly converted to electron densities for radiation dose calculation [1]. However, CT images have several drawbacks, particularly the limited soft-tissue contrast and ionizing radiation to the patient [2,3].