Login / Signup

Autonomous screening for laser photocoagulation in fundus images using deep learning.

Idan BresslerRachelle AvivDanny MargalitYovel RomTsontcho IanchulevZack Dvey-Aharon
Published in: The British journal of ophthalmology (2023)
The proposed model for laser treatment detection achieved high performance on all analysis metrics and has been demonstrated to positively affect the efficacy of different AI models, suggesting that laser detection can generally improve AI-powered applications for fundus images.
Keyphrases
  • deep learning
  • artificial intelligence
  • diabetic retinopathy
  • convolutional neural network
  • optical coherence tomography
  • high speed
  • machine learning
  • label free
  • mass spectrometry
  • combination therapy