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

Imbalanced enterprise credit evaluation with DTE-SBD: Decision tree ensemble based on SMOTE and bagging with differentiated sampling rates

(2018) Jie Sun et al.   INFORMATION SCIENCES

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE

(2018) Georgios Douzas et al.   INFORMATION SCIENCES

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

(2018) Sherif Sakr et al.   PLoS One

Oversampling Techniques for Bankruptcy Prediction: Novel Features from a Transaction Dataset

(2018) Tuong Le et al.   Symmetry-Basel

Towards an ICT-Based Platform for Type 1 Diabetes Mellitus Management

(2018) Ignacio Rodríguez-Rodríguez et al.   Applied Sciences-Basel

Predicting diabetes mellitus using SMOTE and ensemble machine learning approach: The Henry Ford ExercIse Testing (FIT) project

(2017) Manal Alghamdi et al.   PLoS One

Real-Time Monitoring System Using Smartphone-Based Sensors and NoSQL Database for Perishable Supply Chain

(2017) Ganjar Alfian et al.   Sustainability

IoT-Based Information System for Healthcare Application: Design Methodology Approach

(2017) Damian Dziak et al.   Applied Sciences-Basel

An IoT System for Remote Monitoring of Patients at Home

(2017) KeeHyun Park et al.   Applied Sciences-Basel

Assessing Sex Differences in the Risk of Cardiovascular Disease and Mortality per Increment in Systolic Blood Pressure: A Systematic Review and Meta-Analysis of Follow-Up Studies in the United States

(2017) Yu-Chung Wei et al.   PLoS One

CDC Grand Rounds: A Public Health Approach to Detect and Control Hypertension

(2016) Rikita Merai et al.   MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT

SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering

(2015) José A. Sáez et al.   INFORMATION SCIENCES

Outlier detection and removal improves accuracy of machine learning approach to multispectral burn diagnostic imaging

(2015) Weizhi Li et al.   JOURNAL OF BIOMEDICAL OPTICS

Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection

(2014) Nele Verbiest et al.   APPLIED SOFT COMPUTING

Prevention and management of type 2 diabetes: dietary components and nutritional strategies

(2014) Sylvia H Ley et al.   LANCET

A hybrid classifier combining SMOTE with PSO to estimate 5-year survivability of breast cancer patients

(2013) Kung-Jeng Wang et al.   APPLIED SOFT COMPUTING

Executive Summary: Heart Disease and Stroke Statistics—2013 Update

(2013) Alan S. Go et al.   CIRCULATION

Predicting changes in hypertension control using electronic health records from a chronic disease management program

(2013) Jimeng Sun et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Predictive models to assess risk of type 2 diabetes, hypertension and comorbidity: machine-learning algorithms and validation using national health data from Kuwait—a cohort study

(2013) Bassam Farran et al.   BMJ Open

Comparison of three data mining models for predicting diabetes or prediabetes by risk factors

(2012) Xue-Hui Meng et al.   KAOHSIUNG JOURNAL OF MEDICAL SCIENCES

Overview and Evaluation of Bluetooth Low Energy: An Emerging Low-Power Wireless Technology

(2012) Carles Gomez et al.   SENSORS

Heart Disease and Stroke Statistics—2012 Update

(2011) et al.   CIRCULATION

A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems

(2011) Ming Gao et al.   NEUROCOMPUTING

Hybrid prediction model for Type-2 diabetic patients

(2010) B.M. Patil et al.   EXPERT SYSTEMS WITH APPLICATIONS

Applications, challenges, and prospective in emerging body area networking technologies

(2010) Maulin Patel et al.   IEEE WIRELESS COMMUNICATIONS

Is Type 2 Diabetes an Operable Intestinal Disease?: A provocative yet reasonable hypothesis

(2008) F. Rubino   DIABETES CARE

Role of Physical Activity in Diabetes Management and Prevention

(2008) Charlotte Hayes et al.   JOURNAL OF THE AMERICAN DIETETIC ASSOCIATION