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Automatic detection of adenoid hypertrophy on lateral nasopharyngeal radiographs of children based on deep learning.

Wanhong GuoYunjian GaoYang Yang
Published in: Translational pediatrics (2024)
All the five deep learning models in the study showed good performance for the diagnosis of adenoid hypertrophy, with DenseNet121 being the best, which was clinically relevant for the automatic identification of adenoid hypertrophy.
Keyphrases
  • deep learning
  • artificial intelligence
  • convolutional neural network
  • machine learning
  • young adults
  • minimally invasive
  • real time pcr
  • neural network
  • sensitive detection