ISSN 0975-3583
 

Journal of Cardiovascular Disease Research



    DIABETES AND INSULIN DOSAGE PREDICTION


    Dr B Ravi Prasad, Ch.V.Krishna Mohan
    JCDR. 2021: 27109-2716

    Abstract

    Diabetes Mellitus is a chronic metabolic disorder. Normally, with a proper adjusting of blood glucose levels (BGLs), diabetic patients could live a normal life without the risk of having serious complications that normally developed in the long run. However, blood glucose levels of most diabetic patients are not well controlled for many reasons. Although traditional prevention techniques such as eating healthy food and conducting physical exercise are important for the diabetic patients to control their BGLs, however taking the proper amount of insulin dosage has the crucial rule in the treatment process. In this paper we have proposed Gradient boosting, decision tree and logistic regression models to predict the proper amount of insulin needed for the diabetic patient. The proposed models was trained and tested using several patients data containing many factors such as weight, fast blood sugar and gender. The proposed models showed good results in predicting the appropriate amount of insulin dosage.

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    Volume & Issue

    Volume 12 Issue 7

    Keywords