The Modeling Changes of Blood Glucose in Patients with Diabetes Mellitus Using Partial Least Square (PLS)

Rachmawati, Dhian Satya and Otok, Bambang Widjanarko and Huda, Nuh (2016) The Modeling Changes of Blood Glucose in Patients with Diabetes Mellitus Using Partial Least Square (PLS). Journal of Applied Environmental and Biological Sciences, 6 (7). pp. 178-183. ISSN 2090-4274

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Abstract

Genesis Diabetes Mellitus in Indonesia occupies the fourth sequence of the highest in the world and is expected to increase from year to year. Blood sugar in patients with Diabtes Mellitus can be monitored by checking blood glucose with the aim to know the development of diabetes therapy target and perform drug dosage adjustment. The purpose of this research examines the factors that affect the alteration of blood glucose in patients with diabetes mellitus in Lakesla Drs. Med. R. Rijadi S., Phys Surabaya using Partial Least Square (PLS). The results of the study showed with the approach of SHEM PLS that changes the level of sugar in the blood is the model fit with accuracy of 93.8 percent. Drugs factor gives the greatest effects in the decrease in the level of sugar in the blood and eat time factor and factor activity and HBO therapy. So it is important to note to adjust the insulin dose during the treatment. KEYWORDS: Diabetes Mellitus , blood glucose, Therapy, PLS

Item Type:	Article
Subjects:	R Medicine > R Medicine (General)
Divisions:	Faculty of Medicine, Health and Life Sciences > School of Medicine
Depositing User:	Satya Dhian
Date Deposited:	29 Apr 2019 03:11
Last Modified:	29 Apr 2019 03:11
URI:	http://repository.stikeshangtuahsby-library.ac.id/id/eprint/6

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