An automated image processing method for classification of diabetic retinopathy stages from conjunctival microvasculature images.
Maziyar M. KhansariWilliam O'NeillRichard PennNorman P. BlairFelix ChauMahnaz ShahidiPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Keyphrases
- edge detection
- image processing
- image classification
- segmentation method
- fully automatic
- image analysis
- classification accuracy
- preprocessing stage
- feature extraction
- region of interest
- classification algorithm
- image data
- input image
- machine learning
- digitized images
- image registration
- pattern recognition
- segmentation algorithm
- support vector
- multiscale
- region growing
- image segmentation
- gel electrophoresis
- multispectral
- semi automatic
- domain specific
- support vector machine
- high quality