A Machine Learning Ensemble Classifier for Early Prediction of Diabetic Retinopathy.
Somasundaram S. KP. AlliPublished in: J. Medical Syst. (2017)
Keyphrases
- ensemble classifier
- machine learning
- diabetic retinopathy
- ensemble learning
- support vector machine
- feature selection
- prediction accuracy
- ensemble methods
- concept drift
- decision trees
- random forest
- classification models
- base classifiers
- retinal images
- knowledge discovery
- machine learning algorithms
- data sets
- fusion method
- automatic detection
- machine learning methods
- text mining
- natural language processing
- learning algorithm
- early detection
- prediction model
- supervised learning
- preprocessing step
- active learning
- image segmentation
- vessel segmentation
- computer vision