Loading…
Identification and grading of diabetic macular edema using KNN classifier
The elliptical shaped area which near to the middle part of optical disk is termed as Macula. It is a collection of concentration of cone cells which constitutes clear vision. Macular disorders mainly include a set of diseases that can damage the macula and this eventually results in a blurred visio...
Saved in:
Main Authors: | , , , , |
---|---|
Format: | Conference Proceeding |
Language: | English |
Subjects: | |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Summary: | The elliptical shaped area which near to the middle part of optical disk is termed as Macula. It is a collection of concentration of cone cells which constitutes clear vision. Macular disorders mainly include a set of diseases that can damage the macula and this eventually results in a blurred vision or even visual disorder in some cases. The most common types of macular disorder, which is happened by the fluid accumulation beneath the macula is Macular Edema (ME). An automated system for the detection and grading of Macular Edema from the fundus images is proposed in this paper. The proposed methodology uses different hybrid features and K-Nearest Neighbour (KNN) Neural Network for the grading of Macular Edema. |
---|---|
ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/5.0180861 |