Image Fundus Classification System for Diabetic Retinopathy Stage Detection Using Hybrid CNN-DELM.
Dian Candra Rini NovitasariFatmawati FatmawatiRimuljo HendradiHetty RohayaniRinda NariswariArnita ArnitaMoch Irfan HadiRizal Amegia SaputraArdhin PrimadewiPublished in: Big Data Cogn. Comput. (2022)
Keyphrases
- diabetic retinopathy
- fundus images
- image classification
- retinal images
- automatic detection
- preprocessing stage
- early detection
- image features
- image data
- optic disk
- age related macular degeneration
- blood vessels
- input image
- image analysis
- edge detection
- optic disc
- classification accuracy
- digital mammograms
- medical experts
- region of interest
- text classification
- feature extraction
- feature vectors
- multiscale
- hough transform
- image segmentation
- vessel segmentation
- semi automatic
- feature selection
- segmentation method
- decision trees
- contrast enhancement
- line detection
- raw data
- object detection
- optical coherence tomography
- knowledge discovery
- expert systems
- support vector