“…Three main techniques have been proposed in the literature to use CBCTs for dose calculations: Bulk density assignment, [8] , [10] , [11] , [12] , [13] , [14] Hounsfield Unit (HU) correction, [3] , [8] , [9] , [15] and Deformable Image Registration (DIR) to map HUs from fan-beam CTs to CBCT geometry [2] , [4] , [5] , [6] , [7] , [16] , [23] . Bulk density assignment of air, tissue and bone provides an approximation while avoiding issues associated with image artefacts and non-uniform scatter but does not provide accurate heterogeneity corrections for dose calculation.…”