An Enhanced Segmentation and Deep Learning Architecture for Early Diabetic Retinopathy Detection.
Renato R. MaaliwZoren P. MabungaMaria Rossana D. De VeluzAlvin Sarraga AlonAce C. LagmanManuel Bautista GarciaLuisito Lolong LacatanRhowel M. DellosaPublished in: CCWC (2023)
Keyphrases
- diabetic retinopathy
- deep learning
- optic disc
- optic disk
- vessel segmentation
- retinal images
- automatic detection
- fundus images
- early detection
- blood vessels
- unsupervised learning
- unsupervised feature learning
- level set
- weakly supervised
- region growing
- machine learning
- image segmentation
- segmentation algorithm
- medical experts
- mental models
- multiscale
- object detection
- computer vision
- segmentation method
- medical images
- object segmentation
- edge detection
- knowledge discovery