Machine learning for initial insulin estimation in hospitalized patients.
Minh NguyenIvana JankovicLaurynas KalesinskasMichael T. M. BaiocchiJonathan H. ChenPublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- machine learning
- diabetes mellitus
- diabetic patients
- blood glucose
- pattern recognition
- artificial intelligence
- data analysis
- information extraction
- machine learning methods
- knowledge acquisition
- decision trees
- machine learning approaches
- natural language processing
- machine learning algorithms
- feature selection
- data mining
- healthy controls
- learning algorithm
- clinical data
- supervised learning
- support vector machine
- natural language
- parameter estimation
- model selection
- computational intelligence
- statistical methods
- estimation algorithm
- text mining
- high risk
- safety critical
- active learning
- computer vision