Fat saturation destabilized most MRI radiomics features used for radionecrosis prediction
Only 10.7% of T2 MRI radiomics features remained highly stable across fat-saturation protocols, and stability filtering improved prediction.
Only 10.7% of T2 MRI radiomics features remained highly stable across fat-saturation protocols, and stability filtering improved prediction.
Multi-RBE carbon-ion optimization increased near-minimum GTV LET by 29.2% while maintaining conventional dose coverage and interfraction robustness.
Carbon-ion schedules produced similar tumour outcomes, but sacral insufficiency fractures occurred in 47% versus 24% with 4 Gy(RBE) fractions.
Temporal lobe volumes receiving high dose or moderate dose with high LET jointly predicted grade 2 or higher necrosis.
High-dose carbon ion re-irradiation achieved 83.1% 3-year survival with no grade 4 toxicity in recurrent pelvic sarcoma.
In ten paraspinal chordoma plans, direct cord robust optimization improved coverage and robustness while maintaining acceptable spinal cord doses.