Long-Term Hypertension Risk Prediction with ML Techniques in ELSA Database

• Published in: Learning and Intelligent Optimization Vol. 12931; pp. 113 - 120
• Main Authors: Dritsas, Elias, Fazakis, Nikos, Kocsis, Otilia, Fakotakis, Nikos, Moustakas, Konstantinos
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2021; Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: Hypertension; Risk prediction; Supervised learning

Hypertension is a leading risk factor for cardiovascular diseases (CVDs) which in their turn are among the main causes of death worldwide and public health concern, with heart diseases being the most prevalent ones. The early prediction is considered one of the most effective ways for hypertension c...