Comparison of Deep Learning Models on Detection and Classification of Diabetic Retinopathy.
Juan CaoJiaran ChenPublished in: ICSAI (2021)
Keyphrases
- learning models
- diabetic retinopathy
- classification models
- machine learning
- machine learning algorithms
- automatic detection
- retinal images
- classification accuracy
- learning algorithm
- loss function
- feature selection
- support vector machine
- image classification
- blood vessels
- early detection
- text classification
- decision trees
- learning tasks
- vessel segmentation
- training data
- text categorization
- feature vectors
- training set
- data mining
- conditional random fields
- class labels
- data sets
- medical experts
- feature extraction