Machine Learning-Based Prediction for Incident Hypertension Based on Regular Health Checkup Data: Derivation and Validation in 2 Independent Nationwide Cohorts in South Korea and Japan

• मुख्य लेखकों: Seung Ha Hwang (लेखक), Hayeon Lee (लेखक), Jun Hyuk Lee (लेखक), Myeongcheol Lee (लेखक), Ai Koyanagi (लेखक), Lee Smith (लेखक), Sang Youl Rhee (लेखक), Dong Keon Yon (लेखक), Jinseok Lee (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: JMIR Publications, 2024-11-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

BackgroundWorldwide, cardiovascular diseases are the primary cause of death, with hypertension as a key contributor. In 2019, cardiovascular diseases led to 17.9 million deaths, predicted to reach 23 million by 2030. ObjectiveThis study presents a new method to predict hypertension using demographic...