Hybrid convolutional neural network optimized with an artificial algae algorithm for glaucoma screening using fundus images.

M Shanmuga EswariS BalamuraliLakshmana Kumar Ramasamy

Published in: The Journal of international medical research (2024)

Based on statistical Friedman evaluation, AAASVM was the best glaucoma screening model. Segmented and classified images can be directed to the health care system to assess patients' progress. This computer-aided decision support system will be useful for optometrists.

Keyphrases

convolutional neural network
deep learning
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
machine learning
optical coherence tomography
peritoneal dialysis
patient reported outcomes
patient reported
neural network