A Novel Approach for Classifying Diabetes' Patients Based on Imputation and Machine Learning.
Kaouthar DrissWadii BoulilaAmreen BatoolJawad AhmadPublished in: UCET (2020)
Keyphrases
- machine learning
- blood glucose
- diabetic patients
- diabetes mellitus
- high risk
- medical data
- cardiovascular disease
- chronic disease
- missing values
- primary care
- health care providers
- health care
- learning algorithm
- machine learning methods
- learning tasks
- medical knowledge
- missing data
- machine learning algorithms
- computer vision
- feature selection
- pattern recognition
- early diagnosis
- active learning
- medical practitioners
- learning systems
- decision trees
- supervised learning
- natural language processing
- medical diagnosis
- text classification
- information extraction
- patient records
- inductive logic programming
- data sets
- patient data
- clinical data
- blood pressure
- automatic classification
- data analysis
- normal subjects
- reinforcement learning
- medical doctors
- medical images