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Evaluation of plan complexity and dosimetric plan quality of total marrow and lymphoid irradiation using volumetric modulated arc therapy.

Nicola LambriDamiano DeiVictor HernandezIsabella CastiglioniElena ClericiChiara De PhilippisDaniele LoiaconoPierina NavarriaGiacomo ReggioriRoberto RusconiStefano TomatisStefania BramantiMarta ScorsettiPietro Mancosu
Published in: Journal of applied clinical medical physics (2023)
Both the planner's experience and algorithm version are crucial to achieve an optimal plan quality in TMLI plans. Thus, the impact of the optimization algorithm should be carefully evaluated when a new algorithm is introduced and in system upgrades. Knowledge-based strategies can be useful to increase standardization and improve plan quality of TMLI treatments.
Keyphrases
  • machine learning
  • deep learning
  • quality improvement
  • radiation therapy
  • neural network
  • stem cells
  • health insurance
  • radiation induced
  • smoking cessation