Hyperparameter Tuning Deep Learning for Diabetic Retinopathy Fundus Image Classification.

K. Shankar Yizhuo Zhang Yiwei Liu Ling Wu Chi-Hua Chen

Published in: IEEE Access (2020)

Keyphrases

deep learning
diabetic retinopathy
image classification
retinal images
automatic detection
early detection
unsupervised learning

blood vessels
fundus images
optic disc
image representation
bag of words
vessel segmentation
feature extraction

medical experts
visual words
unsupervised feature learning
image features
model selection
weakly supervised

mental models
machine learning
higher order
object detection
active learning
training data