Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images.
Sebastian OtáloraOscar J. PerdomoFabio A. GonzálezHenning MüllerPublished in: CVII-STENT/LABELS@MICCAI (2017)
Keyphrases
- fundus images
- optic disk
- active learning
- training set
- supervised learning
- retinal images
- blood vessels
- optic disc
- convolutional neural networks
- decision trees
- optical coherence tomography
- machine learning
- diabetic retinopathy
- optic nerve
- semi supervised
- low contrast
- vessel segmentation
- vascular tree
- experimental design
- gray level