Cardiovascular disease detection from high utility rare rule mining

Mohammad Iqbal, Muhammad Nanda Setiawan, Mohammad Isa Irawan, Ku Muhammad Naim Ku Khalif, Noryanti Muhammad, Mohd Khairul Bazli Mohd Aziz

Abstract: Highlights•Presenting mining high utility rare rules for medical health records data•Defining the utility factor as the indicator risk towards the medical examination data•Proposing two-stages method for cardiovascular detection based on the extracted symptom rules