Machine learning prediction models and nomogram to predict the risk of in-hospital death for severe DKA: A clinical study based on MIMIC-IV, eICU databases, and a college hospital ICU.
Wanqiu XieYue LiXianglin MengMingyan ZhaoPublished in: Int. J. Medical Informatics (2023)
Keyphrases
- databases
- intensive care unit
- prognostic models
- machine learning
- high risk
- intensive care
- prediction model
- intensive care units
- health care
- machine learning algorithms
- machine learning methods
- risk factors
- diagnostic imaging
- clinical information
- medical data
- logistic regression
- feature selection
- information systems
- learning algorithm
- clinical data
- machine learning approaches
- patient data
- clinical practice
- survival analysis
- electronic health records
- models built
- patient care
- prediction accuracy
- statistical analysis
- database