Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining Techniques

One of the most common disorders is vitamin D deficiency. Vitamin D deficiency in individuals with a vitamin D level of less than 20 ng / ml has been studied in previous studies, which is also associated with other diagnoses. The aim of this study was to investigate the association of vitamin D defi...

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Bibliographic Details
Main Authors: Buket Kaya, Abdullah Günay, Osman Özüdoğru
Format: Article
Language:English
Published: Sakarya University 2020-04-01
Series:Sakarya University Journal of Computer and Information Sciences
Subjects:
Online Access:https://dergipark.org.tr/tr/download/article-file/1077106
Description
Summary:One of the most common disorders is vitamin D deficiency. Vitamin D deficiency in individuals with a vitamin D level of less than 20 ng / ml has been studied in previous studies, which is also associated with other diagnoses. The aim of this study was to investigate the association of vitamin D deficiency patients with other diagnoses. In this respect, a data set consisting of patients whose vitamin d levels have been measured in a public hospital for the last 3 years has been provided. Using this data set, the association rule analysis of data mining techniques was performed. Apriori algorithm was preferred in the analysis. As a result of the analysis, 22 association rules were determined and interpreted.
ISSN:2636-8129