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: Comput. Methods Programs Biomed. (2023)
Keyphrases
- deep learning
- weakly supervised
- fundus images
- diabetic retinopathy
- object class
- object detectors
- blood vessels
- topic models
- optic disc
- retinal images
- superpixels
- object detection
- relation extraction
- semi supervised
- unsupervised learning
- color images
- named entities
- machine learning
- color histogram
- appearance model
- color space
- multiscale
- image processing
- feature selection
- computer vision