Effective Hypertension Detection Using Predictive Feature Engineering and Deep Learning

Effective Hypertension Detection Using Predictive Feature Engineering and Deep Learning

The increasing occurrence of Hypertension highlights the need for advanced predictive tools in healthcare. This research proposes a novel approach that combines machine and deep learning for new feature generation and hypertension prediction. We explore machine learning-based models: Random Forest (...

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Bibliographic Details
Main Authors: Sidra Abbas, Gabriel Avelino Sampedro, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Rastislav Kulhanek
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Hypertension
deep learning
machine learning
feature generation
healthcare
predictive modeling
Online Access:https://ieeexplore.ieee.org/document/10570165/

Internet

https://ieeexplore.ieee.org/document/10570165/

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