Work

Design a Novel Detection Using KNN Classification Technique for Early Sign of Diabetic Maculopathy

Year: 2023

Type: book-chapter

Abstract: Scientists call diabetic maculopathy a pathological disorder.It's one of the most serious consequences of diabetes [1].When diabetic patient having so much sugar level in the body that time its impact on some part of body one part is retina.The retina has macula when near macula having some red dots it's called as microanurysms.Microanurysms is the first sign of diabetic maculopathy it is the initial stage of diabetic maculopathy [2].In this research paper using image processing technique we can detect the microanurysms and its count using STARE database.For classification used KNN algorithm and got 95.7%good result.

Source: Advances in intelligent systems research/Advances in Intelligent Systems Research

DOI: 10.2991/978-94-6463-196-8_11

Authors: Chetan Pattebahadur, Ramesh Manza, Anupriya Kamble, Manoj Mhaske, Deepali Lohare, Kavita Khobragade

Institutions: Dr. Babasaheb Ambedkar Marathwada University, Fergusson College

Language: English

Topic: Retinal Imaging and Analysis

Subfield: Radiology, Nuclear Medicine and Imaging

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: hybrid

OpenAlex ID: W4385233993