Presentation of a Segmentation Method for a Diabetic Retinopathy Patient's Fundus Region Detection Using a Convolutional Neural Network.
Amin ValizadehSaeid Jafarzadeh GhoushchiRamin RanjbarzadehYaghoub PourasadPublished in: Comput. Intell. Neurosci. (2021)
Keyphrases
- segmentation method
- diabetic retinopathy
- region detection
- convolutional neural network
- medical experts
- image segmentation
- face detection
- detection method
- retinal images
- automatic detection
- early detection
- region growing
- active contours
- medical domain
- superpixels
- blood vessels
- optic disc
- segmentation algorithm
- object segmentation
- complex background
- energy function
- region segmentation
- segmentation scheme
- segmentation result
- active contour model
- automated segmentation
- medical data
- medical knowledge
- neural network
- watershed segmentation
- shape prior
- region merging
- detection algorithm
- graph cuts
- machine learning
- markov random field
- face recognition