Investigating the generalisation of an atlas-based synthetic-CT algorithm to another centre and MR scanner for prostate MR-only radiotherapy

Jonathan J. Wyatt, Jason A. Dowling, Charles G. Kelly, Jill McKenna, Emily Johnstone, Richard Speight, Ann Henry, Peter B. Greer, Hazel M. McCallum

Research output: Contribution to journalArticlepeer-review

8 Citations (Scopus)

Abstract

There is increasing interest in MR-only radiotherapy planning since it provides superb soft-tissue contrast without the registration uncertainties inherent in a CT-MR registration. However, MR images cannot readily provide the electron density information necessary for radiotherapy dose calculation. An algorithm which generates synthetic CTs for dose calculations from MR images of the prostate using an atlas of 3 T MR images has been previously reported by two of the authors. This paper aimed to evaluate this algorithm using MR data acquired at a different field strength and a different centre to the algorithm atlas. Twenty-one prostate patients received planning 1.5 T MR and CT scans with routine immobilisation devices on a flat-top couch set-up using external lasers. The MR receive coils were supported by a coil bridge. Synthetic CTs were generated from the planning MR images with (sCT1V) and without (sCT) a one voxel body contour expansion included in the algorithm. This was to test whether this expansion was required for 1.5 T images. Both synthetic CTs were rigidly registered to the planning CT (pCT). A 6 MV volumetric modulated arc therapy plan was created on the pCT and recalculated on the sCT and sCT1V. The synthetic CTs' dose distributions were compared to the dose distribution calculated on the pCT.

Original languageEnglish
Pages (from-to)548-560
Number of pages12
JournalPhysics in Medicine and Biology
Volume62
Issue number24
DOIs
Publication statusPublished - 21 Nov 2017
Externally publishedYes

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