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Computer-aided diagnosis based on enhancement of degraded fundus photographs.

Kai JinMei ZhouShaoze WangLixia LouYufeng XuJuan YeDahong Qian
Published in: Acta ophthalmologica (2017)
The relatively simple method for enhancing degraded-quality fundus images achieves superior image enhancement, as demonstrated in a qualitative HVS-based image quality assessment. This retinal image enhancement may, therefore, be employed to assist ophthalmologists in more efficient screening of retinal diseases and the development of computer-aided diagnosis.
Keyphrases
  • diabetic retinopathy
  • deep learning
  • optical coherence tomography
  • convolutional neural network
  • optic nerve
  • machine learning