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Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images.

Hanya AhmedQianni ZhangRobert DonnanAkram Alomainy
Published in: Journal of medical imaging (Bellingham, Wash.) (2024)
The results show that the approach verifiably removes speckle noise and achieves superior quality over several well-known denoisers.
Keyphrases
  • optical coherence tomography
  • diabetic retinopathy
  • air pollution
  • deep learning
  • convolutional neural network
  • optic nerve
  • quality improvement
  • machine learning