Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning.
José MoranoÁlvaro S. HervellaJosé RoucoJorge NovoJosé Ignacio Fernández-VigoMarcos OrtegaPublished in: CoRR (2022)
Keyphrases
- deep learning
- weakly supervised
- fundus images
- diabetic retinopathy
- object detectors
- object class
- optic disc
- blood vessels
- superpixels
- relation extraction
- object detection
- topic models
- color images
- retinal images
- named entities
- unsupervised learning
- semi supervised
- object recognition
- machine learning
- multiscale
- color space
- viewpoint
- named entity recognition
- partial occlusion