Soon Cheon Hwang

ORCID: 0009-0004-0066-3047
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About
Contact & Profiles
Research Areas
  • Artificial Intelligence in Healthcare
  • Infrastructure Maintenance and Monitoring
  • Blood Pressure and Hypertension Studies
  • Speech and dialogue systems
  • Health Promotion and Cardiovascular Prevention
  • Cardiovascular Health and Risk Factors
  • Safety Warnings and Signage
  • Machine Learning in Healthcare
  • Diabetes, Cardiovascular Risks, and Lipoproteins
  • Nutritional Studies and Diet

Kyung Hee University Medical Center
2024-2025

Kyung Hee University
2024-2025

10.12720/jait.16.5.666-675 article EN Journal of Advances in Information Technology 2025-01-01

Background Worldwide, cardiovascular diseases are the primary cause of death, with hypertension as a key contributor. In 2019, led to 17.9 million deaths, predicted reach 23 by 2030. Objective This study presents new method predict using demographic data, 6 machine learning models for enhanced reliability and applicability. The goal is harness artificial intelligence early accurate diagnosis across diverse populations. Methods Data from 2 national cohort studies, National Health Insurance...

10.2196/52794 article EN cc-by Journal of Medical Internet Research 2024-11-05

10.12815/kits.2021.20.6.117 article EN The Journal of The Korea Institute of Intelligent Transport Systems 2021-12-31

10.7855/ijhe.2016.18.5.095 article EN International Journal of Highway Engineering 2016-10-15

<sec> <title>BACKGROUND</title> Worldwide, cardiovascular diseases are the primary cause of death, with hypertension as a key contributor. In 2019, led to 17.9 million deaths, predicted reach 23 by 2030. </sec> <title>OBJECTIVE</title> This study presents new method predict using demographic data, 6 machine learning models for enhanced reliability and applicability. The goal is harness artificial intelligence early accurate diagnosis across diverse populations. <title>METHODS</title> Data...

10.2196/preprints.52794 preprint EN 2023-09-15
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