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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Sakarya University
2020-04-01
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| Series: | Sakarya University Journal of Computer and Information Sciences |
| Subjects: | |
| Online Access: | https://dergipark.org.tr/tr/download/article-file/1077106 |
| _version_ | 1797351807200002048 |
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| author | Buket Kaya Abdullah Günay Osman Özüdoğru |
| author_facet | Buket Kaya Abdullah Günay Osman Özüdoğru |
| author_sort | Buket Kaya |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-03-08T13:06:51Z |
| format | Article |
| id | doaj.art-0d30b2235e9b4728a63e7c99b04af414 |
| institution | Directory Open Access Journal |
| issn | 2636-8129 |
| language | English |
| last_indexed | 2024-03-08T13:06:51Z |
| publishDate | 2020-04-01 |
| publisher | Sakarya University |
| record_format | Article |
| series | Sakarya University Journal of Computer and Information Sciences |
| spelling | doaj.art-0d30b2235e9b4728a63e7c99b04af4142024-01-18T16:44:35ZengSakarya UniversitySakarya University Journal of Computer and Information Sciences2636-81292020-04-0131515910.35377/saucis.03.01.67767628Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining TechniquesBuket Kaya0Abdullah Günay1Osman Özüdoğru2FIRAT ÜNİVERSİTESİSİİRT ÜNİVERSİTESİSİİRT DEVLET HASTANESİOne 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.https://dergipark.org.tr/tr/download/article-file/1077106d vitamini eksikliğiveri madenciliğibirliktelik kuralıapriori algoritmasıvitamin d deficiencydata miningassociation ruleapriori algorithm |
| spellingShingle | Buket Kaya Abdullah Günay Osman Özüdoğru Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining Techniques Sakarya University Journal of Computer and Information Sciences d vitamini eksikliği veri madenciliği birliktelik kuralı apriori algoritması vitamin d deficiency data mining association rule apriori algorithm |
| title | Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining Techniques |
| title_full | Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining Techniques |
| title_fullStr | Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining Techniques |
| title_full_unstemmed | Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining Techniques |
| title_short | Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining Techniques |
| title_sort | analysis of the association between vitamin d deficiency and other diagnoses of patients by data mining techniques |
| topic | d vitamini eksikliği veri madenciliği birliktelik kuralı apriori algoritması vitamin d deficiency data mining association rule apriori algorithm |
| url | https://dergipark.org.tr/tr/download/article-file/1077106 |
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