JOURNAL ARTICLE

Diabetes Mellitus and Diabetic Retinopathy Detection using Tongue Images

A. Stephen SagayarajS K. KabileshAbhishek KumarS. GokulnathT. ManiK Dinakaran

Year: 2021 Journal:   Journal of Physics Conference Series Vol: 1831 (1)Pages: 012028-012028   Publisher: IOP Publishing

Abstract

Abstract Diabetes Mellitus is a metabolic disorder caused by increasing blood sugar level. This includes invasive test to detect and diagnose. The image processing technology is introduced to diagnose through non-invasive method. Color, texture and geometry features are extracted. Color gamut is extracted to isolate the same kind of features. The color feature is represented from the extracted gamut. The feature based on distances, height, surface area, width are extracted. The SVM classifiers is used to differentiate the diabetes mellitus affected person and healthy person.

Keywords:
Gamut Diabetes mellitus Artificial intelligence Diabetic retinopathy Feature (linguistics) Medicine Computer vision Pattern recognition (psychology) Support vector machine Computer science Endocrinology

Metrics

7
Cited By
1.51
FWCI (Field Weighted Citation Impact)
16
Refs
0.80
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Traditional Chinese Medicine Studies
Health Sciences →  Medicine →  Complementary and alternative medicine
Digital Imaging for Blood Diseases
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Artificial Intelligence in Healthcare
Health Sciences →  Health Professions →  Health Information Management

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