Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening.
Tao LiYingqi GaoKai WangSong GuoHanruo LiuHong KangPublished in: Inf. Sci. (2019)
Keyphrases
- diabetic retinopathy
- learning algorithm
- retinal images
- automatic detection
- early detection
- deep architectures
- medical experts
- optic disc
- blood vessels
- fundus images
- optic disk
- training data
- expert systems
- machine learning
- machine learning algorithms
- vessel segmentation
- decision support system
- risk assessment
- deep learning
- medical diagnosis
- case based reasoning
- artificial intelligence
- data mining