Deep learning MRI-only synthetic-CT generation for pelvis, brain and head and neck cancers

CONCLUSION: Generated sCTs had excellent dosimetric accuracy for all sites and sequences. The cycle-GAN model, available on the research version of a commercial treatment planning system, is a feasible method for sCT generation with high clinical utility due to its ability to use variable input data from multiple scanners and sequences.PMID:38096921 | DOI:10.1016/j.radonc.2023.110052
Source: Radiotherapy and Oncology : journal of the European Society for Therapeutic Radiology and Oncology - Category: Radiology Authors: Source Type: research