A reliable diabetic retinopathy grading via transfer learning and ensemble learning with quadratic weighted kappa metric.
Sai Venkatesh ChilukotiLiqun ShanVijay Srinivas TidaAnthony S. MaidaXiali HeiPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- transfer learning
- ensemble learning
- diabetic retinopathy
- unlabeled data
- labeled data
- generalization ability
- retinal images
- learning tasks
- ensemble methods
- semi supervised learning
- active learning
- reinforcement learning
- random forest
- machine learning
- learning algorithm
- semi supervised
- text categorization
- collaborative filtering
- feature selection
- pairwise
- text classification
- blood vessels
- base classifiers
- concept drift
- decision trees
- text mining
- support vector machine
- training data
- target domain