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Ossification area localization in pediatric hand radiographs using deep neural networks for object detection.

Sven KoitkaAydin DemirciogluMoon-Sung KimChristoph M FriedrichFelix Nensa
Published in: PloS one (2018)
By finetuning a pre-trained deep neural network, with 240 annotated radiographs, we were able to successfully detect ossification areas in prediatric hand radiographs.
Keyphrases
  • neural network
  • working memory
  • loop mediated isothermal amplification
  • young adults
  • high intensity
  • childhood cancer