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Automated detection of early-stage ROP using a deep convolutional neural network.

Yo-Ping HuangHaobijam BasantaEugene Yu-Chuan KangKuan-Jen ChenYih-Shiou HwangChi-Chun LaiJohn P CampbellMichael F ChiangRobison Vernon Paul ChanShunji KusakaYoko FukushimaWei-Chi Wu
Published in: The British journal of ophthalmology (2020)
The proposed system can accurately differentiate among ROP early stages and has the potential to help ophthalmologists classify ROP at an early stage.
Keyphrases
  • early stage
  • convolutional neural network
  • deep learning
  • sentinel lymph node
  • machine learning
  • high throughput
  • real time pcr
  • label free
  • human health
  • radiation therapy
  • quantum dots