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Deep Hybrid Learning Prediction of Patient-Specific Quality Assurance in Radiotherapy: Implementation in Clinical Routine.

Noémie MoreauLaurine BonnorCyril JaudetLaetitia LechippeyNadia FalzoneAlain BatallaCindy BertautAurélien Corroyer-Dulmont
Published in: Diagnostics (Basel, Switzerland) (2023)
The ML and DHL models predicted QA results with a high degree of accuracy. Our predictive QA online platform is offering substantial time savings in terms of accelerator occupancy and working time.
Keyphrases
  • early stage
  • primary care
  • healthcare
  • social media
  • high throughput
  • clinical practice
  • radiation therapy
  • locally advanced
  • health information
  • radiation induced
  • quality improvement
  • squamous cell carcinoma