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Image-Based Deep Neural Network for Individualizing Radiotherapy Dose Is Transportable Across Health Systems.

James W RandallP Troy TeoBin LouJainil ShahJyoti D PatelAli KamenMohamed E Abazeed
Published in: JCO clinical cancer informatics (2023)
Our results support the development and implementation of new DL-guided treatment guidance tools in the image-replete and highly standardized discipline of radiation oncology.
Keyphrases
  • neural network
  • deep learning
  • early stage
  • healthcare
  • primary care
  • radiation therapy
  • locally advanced
  • quality improvement
  • squamous cell carcinoma
  • combination therapy