Deep learning-based synthetic CT generation for paediatric brain MR-only photon and proton radiotherapy.

Conclusion Accurate MR-based dose calculation using a combination of three orthogonal planes for sCT generation is feasible for paediatric brain cancer patients, even when training on a heterogeneous dataset.
PMID: 32976877 [PubMed - as supplied by publisher]

Source: Radiotherapy and Oncology : journal of the European Society for Therapeutic Radiology and Oncology - September 21, 2020 Category: Radiology Authors: Maspero M, Bentvelzen LG, Savenije MH, Guerreiro F, Seravalli E, Janssens GO, van den Berg CA, Philippens ME Tags: Radiother Oncol Source Type: research