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Delta-radiomics-based models for toxicity prediction in radiotherapy: A systematic review and meta-analysis.

Daryl TanSiti Athiyah Mohamad SallehHanani Abdul MananNoorazrul Azmie Yahya
Published in: Journal of medical imaging and radiation oncology (2023)
Delta-radiomics-based models were found to be promising predictors of predefined end points. Future studies should consider using standardized methods and radiomics features and external validation to the reviewed delta-radiomics model.
Keyphrases
  • lymph node metastasis
  • contrast enhanced
  • early stage
  • radiation therapy
  • squamous cell carcinoma
  • oxidative stress
  • radiation induced
  • magnetic resonance imaging
  • magnetic resonance
  • locally advanced