EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection.
Pedro CostaTeresa AraújoGuilherme ArestaAdrian GaldranAna Maria MendonçaAsim SmailagicAurélio CampilhoPublished in: MVA (2019)
Keyphrases
- diabetic retinopathy
- weakly supervised
- pre trained
- convolutional neural networks
- automatic detection
- retinal images
- object class
- blood vessels
- optic disc
- topic models
- superpixels
- object detectors
- object detection
- semi supervised
- training data
- machine learning
- segmentation algorithm
- training examples
- appearance model
- data points
- computer vision