Browsing FARS - 2022 by Author "Sobana, S."

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Detection of chronic kidney disease in the north central province of Sri Lanka using effective feature selection and machine learning

Dissanayake, D.V.; Sobana, S.; Yogarajah, B. (Faculty of Applied Science, University of Vavuniya., 2022-11-03)

About 10% of the adult population globally is afflicted by chronic kidney disease (CKD), one of the top 20 causes of death worldwide. Sri Lanka, one of the countries most severely afflicted by CKD, has been identified as ...
Heart disease prediction using effective feature selection and machine learning – A Sri Lankan study

Weerakkodi, S.; Sobana, S. (Faculty of Applied Science, University of Vavuniya., 2022-11-03)

One of the main causes of death worldwide is heart disease. The latest WHO figures show that 26,304 deaths from coronary heart disease, or 23% of all fatalities, occurred in Sri Lanka in 2020. The diagnosis and treatment ...

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