Improved Automatic Grading of Diabetic Retinopathy Using Deep Learning and Principal Component Analysis.
Eman MohamedMai Abd ElmohsenTamer A. BashaPublished in: EMBC (2021)
Keyphrases
- deep learning
- principal component analysis
- diabetic retinopathy
- unsupervised learning
- unsupervised feature learning
- machine learning
- semi automatic
- retinal images
- automatic detection
- dimensionality reduction
- blood vessels
- mental models
- weakly supervised
- computer vision
- supervised learning
- face images
- probabilistic model
- active learning
- natural language
- medical experts
- optic disc
- information retrieval