An Ensemble Approach to Predict Early-Stage Diabetes Risk Using Machine Learning: An Empirical Study.
Umm-e LailaKhalid MahboobAbdul Wahid KhanFaheem KhanWhangbo TaekeunPublished in: Sensors (2022)
Keyphrases
- early stage
- machine learning
- high risk
- risk factors
- early diagnosis
- risk management
- statistical methods
- machine learning methods
- artificial intelligence
- risk assessment
- support vector machine
- inductive learning
- natural language processing
- learning algorithm
- cardiovascular disease
- medical data
- learning tasks
- learning systems
- data analysis
- text classification
- decision trees
- information extraction
- information systems
- knowledge representation
- active learning
- early warning
- diabetic patients
- medical knowledge
- risk measures
- risk analysis
- knowledge discovery in databases
- computer vision
- machine learning approaches
- pattern recognition
- data mining
- machine learning algorithms
- supervised learning
- information technology