Multi-class segmentation of Diabetic Retinopathy lesions: effects of metrics, improvements and loss.
Pedro FurtadoPublished in: ICMLA (2020)
Keyphrases
- multi class
- diabetic retinopathy
- optic disc
- optic disk
- vessel segmentation
- retinal images
- automatic detection
- early detection
- multi class classification
- object detection
- segmentation algorithm
- binary classification
- support vector machine
- level set
- image segmentation
- region growing
- blood vessels
- multiple classes
- medical experts
- image analysis
- cost sensitive
- segmentation method
- pairwise
- medical images
- multiscale
- error correcting output codes
- multi class svm
- multi class boosting
- base classifiers
- multi class classifier
- multi class object detection
- x ray
- object segmentation
- feature selection
- breast cancer
- image processing