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All Journal Perfecting a Video Game with Game Metrics Jurnal Teknosains Teknik dan Ilmu Komputer Seminar Nasional Teknologi Informasi Komunikasi dan Industri Sewagati
Amna Shifia Nisafani
Departemen Sistem Informasi Institut Teknologi Sepuluh Nopember
Humanities Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mathematics Mechanical Engineering Social Sciences

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Journal : Seminar Nasional Teknologi Informasi Komunikasi dan Industri

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A PROBABILISTIC MODEL TO DETERMINE POTENTIAL CARDIOVASCULAR DISEASES GIVEN INDIVIDUAL LIFESTYLES Amna Shifia Nisafani; Arif Wibisono; Adi Cipta Airlangga
Seminar Nasional Teknologi Informasi Komunikasi dan Industri 2017: SNTIKI 9
Publisher : UIN Sultan Syarif Kasim Riau

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Abstract

Heart diseases introduces a great number of fatalities worldwide. The vast majority of heart diseases are due to unhealthy lifestyle. Unfortunately, these lifestyles are widely unknown until the disease appears. This paper aims at developing a probabilistic model that can help individuals to early detect what type of cardiovascular disease that an individual may have if he/she maintain his/her current lifestyle. We identify factors that cause cardiovascular diseases as well as their intertwined relationships by interviewing cardiovascular experts. Subsequently, we construct Bayesian Network (BN) model based on these factors, and conduct sensitivity analysis. From our study, we obtain 14 lifestyles of cardiac and their relationships. Furthermore, there are 15 nodes of BN model to predicts cardiovascular diseases. In addition, based on our sensitivity analysis, we figure that Congenital Diseases, Type of Exercise, Body Mass Index, and Age are the most important factors contributing to cardiovascular diseases.
Co-Authors Adi Cipta Airlangga Andre Parvian Aristio Arif Wibisono Erma Suryani Feby Artwodini Muqtadiroh M. Ammar Fauzan Mahendrawathi ER Muchammad Wijdan Alyosa Retno Aulia Vinarti Rully Agus Hendrawan Umar Abdul Aziz Wibisono, Arif Wiwik Anggraeni