Diabetic retinopathy detection using ensembled transfer learning based thrice CNN with SVM classifier.
Neetha Merin ThomasS. Albert JeromePublished in: Multim. Tools Appl. (2024)
Keyphrases
- transfer learning
- svm classifier
- diabetic retinopathy
- support vector machine
- retinal images
- automatic detection
- support vector machine svm
- early detection
- learning tasks
- labeled data
- knowledge transfer
- support vector
- machine learning
- semi supervised
- image classification
- reinforcement learning
- active learning
- feature vectors
- optic disc
- semi supervised learning
- cross domain
- training set
- medical experts
- blood vessels
- text classification
- transfer knowledge
- collaborative filtering
- unlabeled data
- kernel function
- target domain
- text categorization
- multi task
- text mining
- machine learning algorithms
- artificial intelligence
- training examples
- nearest neighbor
- knn
- support vectors
- classification accuracy
- high dimensional
- feature space
- computer vision
- vessel segmentation
- learning algorithm