Title :
Applications of data mining in the health sector in Lesotho: A preliminary study
Author :
Selialia, Mamochochi A. ; Poulo, Lebeko B. N.
Author_Institution :
Nat. Univ. of Lesotho, Maseru, Lesotho
Abstract :
This paper strives to outline the use and applications of data mining in the health sector, tailor-made for the land-locked Lesotho, in Southern Africa. The concepts discussed in this paper can easily be modified to fit several industries; higher education, the legal sector, the retail and telecommunications industries and the insurance sector. Healthcare management can be improved immensely with the use of data mining. The goal of our study is to discover patterns in the HIV/AIDS treatment among patients in Lesotho. Close monitoring of the disease progression is the most vital aspect as far as curbing fatalities is concerned. Using data mining tools, detailed patient information and treatment records can be used to determine if the course of treatment will work in order to keep a patient alive for a longer period of time.
Keywords :
data mining; diseases; electronic health records; health care; patient treatment; HIV-AIDS treatment; Southern Africa; data mining; disease progression; healthcare management; land-locked Lesotho; patient treatment; Big data; Clustering algorithms; Data mining; Drugs; Human immunodeficiency virus; data mining; data warehousing; disease diagnosis; healthcare;
Conference_Titel :
IST-Africa Conference, 2015
Conference_Location :
Lilongwe
DOI :
10.1109/ISTAFRICA.2015.7190551