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ECTI TRANSACTIONS ON COMPUTER INFORMATION TECHNOLOGY


Volume 13, No. 01, Month MAY, Year 2019, Pages 49 - 58


Fuzzy-based risk prediction model for cardiovascular complication of patient with type 2 diabetes mellitus and hypertension

Napa Rachata, Punnarumol Temdee, Worasak Rueangsirarak, Chayapol Kamyod


Abstract Download PDF

Cardiovascular diseases are chronic diseases that cause serious morbidity and mortality worldwide. Unfortunately, the patients with type 2 diabetes mellitus and hypertension have a high risk of having a cardiovascular complication. For these reasons, patients with type 2 diabetes mellitus and hypertension should be aware of cardiovascular complication along their healthcare journey. To prevent cardiovascular complication from diabetes and hypertension, accurate risk prediction is required for a long term selfmanagement process. Consequently, this paper proposes a fuzzy logic based method for predicting cardiovascular risk particularly for a patient with type 2 diabetes mellitus and hypertension. This paper also proposes a set of factors based on the patient’s lifestyle as the key factors besides clinical factors because of their implicit impact on the quality of life of the patient.Etc...


Keywords

Cardiovascular, Fuzzy Logic, Patient with Type 2 Diabetes Mellitus and Hypertension, Risk Prediction Model



ECTI TRANSACTIONS ON COMPUTER INFORMATION TECHNOLOGY


Published by : ECTI Association
Contributions welcome at : http://www.ecti-thailand.org/paper/journal/ECTI-CIT