Early Detection and Classification of Diabetic Retinopathy through Analysis of Retinal Medical Images Using Deep Learning.
Youssef SiyahKhalid MinaouiFatima Zahra El BiachSamir SaoudiPublished in: ISIVC (2024)
Keyphrases
- medical images
- early detection
- diabetic retinopathy
- deep learning
- retinal images
- machine learning
- clinical applications
- anatomical structures
- medical imaging
- lung cancer
- computer aided diagnosis
- medical image analysis
- deformable models
- decision trees
- segmentation method
- breast cancer
- mr images
- ct images
- computed tomography
- statistical analysis
- medical data
- support vector
- feature space
- feature extraction
- training data
- clinical practice
- pattern recognition
- supervised learning
- text classification
- x ray
- blood vessels
- region of interest