Identifying risk factors for cognitive impairment in diabetes by combining machine learning and logistic regression methods.
Jiayu WangGuilan KongFengyu WenPublished in: AMIA (2022)
Keyphrases
- risk factors
- regression methods
- logistic regression
- machine learning
- statistical methods
- cognitive impairment
- high risk
- regression model
- linear regression
- risk assessment
- cardiovascular disease
- diabetes mellitus
- decision trees
- regression method
- older adults
- risk management
- blood pressure
- machine learning algorithms
- machine learning methods
- support vector
- model selection
- data mining
- learning algorithm
- partial least squares
- statistical analysis
- text classification
- artificial intelligence
- computational intelligence
- least squares
- knn
- computer vision
- statistical tests
- decision making
- loss function
- naive bayes
- k nearest neighbour
- decision support system
- software engineering