An Improved Ensemble Extreme Learning Machine Classifier for Detecting Diabetic Retinopathy in Fundus Images.
V. Desika VinayakiR. KalaiselviPublished in: ICCIDS (2022)
Keyphrases
- diabetic retinopathy
- fundus images
- extreme learning machine
- automatic detection
- multiple classifiers
- hidden nodes
- optic disc
- retinal images
- ensemble learning
- classifier ensemble
- neural network
- optic disk
- training data
- early detection
- ensemble classifier
- training set
- feed forward neural networks
- blood vessels
- support vector regression
- support vector machine
- feedforward neural networks
- gaussian processes
- medical experts
- support vector
- individual classifiers
- learning algorithm
- variable selection
- base classifiers
- feature selection
- classifier combination
- vessel segmentation
- ensemble methods
- feature set
- classification algorithm
- decision trees
- optical coherence tomography
- activation function
- computer vision
- artificial neural networks
- medical images
- back propagation
- expert systems
- breast cancer
- pairwise