Comparison of deep learning with three other methods to generate pseudo-CT for MRI-only radiotherapy
- Largent, A.
- Barateau, A.
- Nunes, J.
- Lafond, C.
- Greer, P. B.
- Dowling, J. A.
- Saint-Jalmes, Hervé
- Acosta, Oscar
- de Crevoisier, R.
DOIAbstract
International audienceDeep learning methods (DLM) have recently been developed to generate pseudo-CT (pCT) from MRI for radiotherapy dose calculation. The main advantage of these methods is the speed of pCT generation. The objective of this study was to compare a DLM to a patchbased method (PBM), an atlas-based method (ABM) and a bulk density method (BDM) for prostate MRI-only radiotherapy
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