Design of Framework to Reduce the Risk of Diabetic using Machine Learning

Article ID

F656T

A detailed framework to reduce risks in diabetic patients using machine learning models.

Design of Framework to Reduce the Risk of Diabetic using Machine Learning

Saroj Kumar Gupta
Saroj Kumar Gupta
Dr. Md. Vaseem Naiyer
Dr. Md. Vaseem Naiyer
dr.annandakumar
dr.annandakumar
DOI

Abstract

Diabetes is a serious disease that spreads rapidly around the world and is first surprising. Its danger factors are therefore quite high. A different technique to identify diabetes at an early stage is to gradually decline in general health. This approach will reveal the health of the body’s organs before symptoms manifest. Using machine learning approaches, a framework for the diabetes prediction system is built in this research paper’s first stages.

Design of Framework to Reduce the Risk of Diabetic using Machine Learning

Diabetes is a serious disease that spreads rapidly around the world and is first surprising. Its danger factors are therefore quite high. A different technique to identify diabetes at an early stage is to gradually decline in general health. This approach will reveal the health of the body’s organs before symptoms manifest. Using machine learning approaches, a framework for the diabetes prediction system is built in this research paper’s first stages.

Saroj Kumar Gupta
Saroj Kumar Gupta
Dr. Md. Vaseem Naiyer
Dr. Md. Vaseem Naiyer
dr.annandakumar
dr.annandakumar

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Saroj Kumar Gupta. 2026. “. Global Journal of Research in Engineering – J: General Engineering GJRE-J Volume 22 (GJRE Volume 22 Issue J4): .

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Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

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GJRE-J Classification: DDC Code: 006.312 LCC Code: QA76.9.D343
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Design of Framework to Reduce the Risk of Diabetic using Machine Learning

Saroj Kumar Gupta
Saroj Kumar Gupta
Dr. Md. Vaseem Naiyer
Dr. Md. Vaseem Naiyer
dr.annandakumar
dr.annandakumar

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