Nasze publikacje

Assessing the 10-year risk of hard arteriosclerotic cardiovascular disease events using the characteristic objects method

Autor
Wojciech Sałabun
Słowa kluczowe
fuzzy set theory, multi-criteria decision-making, MCDM, decision support system, decision support system, expert system, characteristic objects, the COMET method
Streszczenie

This paper introduces the Characteristic Objects Method (COMET) as a useful multi-criteria decision-making (MCDM) method for use in medical applications. The author presents an assessment of the risk of hard arteriosclerotic cardiovascular disease (ASCVD) events. First, an MCDM mini model will be obtained using the COMET, this mini model is the easiest to identify but has the lowest accuracy. The mini model uses only two values for each criterion as characteristic values. For the ASCVD problem, the following four criteria will be used: age, total cholesterol, HDL cholesterol and systolic blood pressure. The author assumes that a white, male patient who is nonsmoker and is free of diabetes or hypertension. The model will next be used to build a ranking for example patients. Finally, the obtained results will be verified using the statistical data (ACC/AHA model) to check the accuracy of the COMET procedure.

Pobierz artykuł
PDF
Nasze czasopismo "Studies & Proceedings of Polish Association for Knowledge Management" otrzymało za rok 2015 kategorię B z 8 punktami dla tomów drukowanych w języku polskim i angielskim.
Dołącz do nas!
Zapraszamy do pełnego uczestnictwa w ramach Polskiego Stowarzyszenia Zarządzania Wiedzą.