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Learning image representations for content-based image retrieval of radiotherapy treatment plans.

Charles HuangVarun VasudevanOscar Pastor-SerranoMd Tauhidul IslamYusuke NomuraPiotr DubrowskiJen-Yeu WangJoseph B SchulzYong YangLei Xing
Published in: Physics in medicine and biology (2023)
Our current results demonstrate that excellent image retrieval performance can be obtained through slight changes to previously developed Siamese networks. We hope to integrate CBIR into automated planning workflow in future works.
Keyphrases
  • deep learning
  • high throughput
  • early stage
  • working memory
  • machine learning
  • radiation therapy
  • health insurance
  • radiation induced
  • current status
  • squamous cell carcinoma
  • smoking cessation