Neurological Sciences and Neurophysiology

ORIGINAL ARTICLE
Year
: 2021  |  Volume : 38  |  Issue : 2  |  Page : 111--119

Data mining analysis of demographic and clinical factors in turkish amyotrophic lateral sclerosis patients


Nesrin Celik Gulay1, Hilmi Uysal2, Pervin Aliyeva2, Uğur Bilge1 
1 Department of Biostatistics and Medical Informatics, Akdeniz University, Antalya, Turkey
2 Neurology Department, Faculty of Medicine, Akdeniz University, Antalya, Turkey

Correspondence Address:
Uğur Bilge
Department of Biostatistics and Medical Informatics, Akdeniz University, Antalya 07000
Turkey

Introduction: Amyotrophic lateral sclerosis (ALS) is a motor neuron disease that affects nerve cells in the brain and spinal cord, controlling voluntary muscle movement. Data mining is a discipline that provides meaningful conclusions from databases or implicit data. In this study, we examine the relationship between the clinical and demographic characteristics of ALS patients and a control group, using data mining techniques. Methods: In the study, data belonging to 235 patients diagnosed with ALS and a control group of 117 people consisting of relatives of ALS patients were used. The dataset contains 121 features that include clinical and demographic information for each patient. The patient group and the control group were examined together and separately to examine the relationship between the features. In the study the data mining methods of classification and clustering were used on R and WEKA software packages. Results: There were no significant differences between ALS patients and the control group in terms of environmental factors such as location, gender, smoking, exercise status, and clinical factors such as genetics, ALS involvement, course of the disease, disease in the family. The results also showed that there was no relationship between demographic and clinical features such as gender, occupation, age group, and concomitant disease between groups or within groups.


How to cite this article:
Gulay NC, Uysal H, Aliyeva P, Bilge U. Data mining analysis of demographic and clinical factors in turkish amyotrophic lateral sclerosis patients.Neurol Sci Neurophysiol 2021;38:111-119


How to cite this URL:
Gulay NC, Uysal H, Aliyeva P, Bilge U. Data mining analysis of demographic and clinical factors in turkish amyotrophic lateral sclerosis patients. Neurol Sci Neurophysiol [serial online] 2021 [cited 2021 Oct 18 ];38:111-119
Available from: http://www.nsnjournal.org/article.asp?issn=2636-865X;year=2021;volume=38;issue=2;spage=111;epage=119;aulast=Gulay;type=0