Machine Learning for Hypertension Prediction: a Systematic Review

Risk Stratification for Early Detection of Diabetes and Hypertension in Resource-Limited Settings: Machine Learning Analysis

(2021) Justin J Boutilier et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A computational intelligence tool for the detection of hypertension using empirical mode decomposition

(2020) Desmond Chuang Kiat Soh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automatic Classification of Hypertension Types Based on Personal Features by Machine Learning Algorithms

(2020) Majid Nour et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Enhanced decision support system to predict and prevent hypertension using computational intelligence techniques

(2020) M. Ambika et al.   SOFT COMPUTING

Logistic regression was as good as machine learning for predicting major chronic diseases

(2020) Simon Nusinovici et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

An artificial neural network approach for predicting hypertension using NHANES data

(2020) Fernando López-Martínez et al.   Scientific Reports

Predicting hypertension using machine learning: Findings from Qatar Biobank Study

(2020) Latifa A. AlKaabi et al.   PLoS One

Development and validation of prediction models for hypertension risks in rural Chinese populations

(2019) Fei Xu et al.   Journal of Global Health

Highly precise risk prediction model for new‐onset hypertension using artificial intelligence techniques

(2019) Hiroshi Kanegae et al.   Journal of Clinical Hypertension

Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning

(2018) Chengyin Ye et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Using machine learning on cardiorespiratory fitness data for predicting hypertension: The Henry Ford ExercIse Testing (FIT) Project

(2018) Sherif Sakr et al.   PLoS One

Risk-Predicting Model for Incident of Essential Hypertension Based on Environmental and Genetic Factors with Support Vector Machine

(2018) Zhiyong Pei et al.   Interdisciplinary Sciences-Computational Life Sciences

Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE), and Random Forest

(2018) Muhammad Ijaz et al.   Applied Sciences-Basel

Genetics of Human Primary Hypertension: Focus on Hormonal Mechanisms

(2018) Worapaka Manosroi et al.   ENDOCRINE REVIEWS

Prediction of Prehypertenison and Hypertension Based on Anthropometry, Blood Parameters, and Spirometry

(2018) Byeong Mun Heo et al.   International Journal of Environmental Research and Public Health

A prediction model of blood pressure for telemedicine

(2016) Enid Wai-Yung Kwong et al.   Health Informatics Journal