Work

Geographic and Risk Factor Analysis of Non-Communicable Cardiovascular Diseases in Central Java using Machine Learning

Year: 2025

Type: conference-paper

Abstract: Non-communicable diseases (NCDs), especially cardiovascular disease, are a major health problem in Indonesia with a global mortality rate of 17.9 million per year.In Central Java, hypertension cases will reach 8.5 million patients by 2023.This study uses the CART (Classification and Regression Tree) method and geographic mapping with Python to identify cardiovascular disease risk factors.Results showed alcohol stores as the dominant risk factor (54.3%), followed by sweet drinks (25.7%) and smokers (17.1%).The mapping identified the distribution of alcohol stores in 19 regions as a major factor in Central Java, Indonesia.

Source: Proceedings of International Conference on Artificial Life and Robotics

DOI: 10.5954/icarob.2025.os26-5

Authors: Aqil Hafizzan Nurhasanah, Andi Prademon Yunus

Institution: Telkom University

Language: English

Topic: Artificial Intelligence in Healthcare

Subfield: Health Information Management

Field: Health Professions

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: bronze

OpenAlex ID: W4409913499