Statistical analysis of blood characteristics of COVID-19 patients and their survival or death prediction using machine learning algorithms.
Rahil MazloumiSeyed Reza AbazariFarnaz NafariehAmir AghsamiFariborz JolaiPublished in: Neural Comput. Appl. (2022)
Keyphrases
- patient data
- machine learning algorithms
- clinical data
- statistical analysis
- benchmark data sets
- machine learning
- machine learning methods
- learning algorithm
- medical data
- decision trees
- predictive accuracy
- learning problems
- random forests
- standard machine learning algorithms
- machine learning approaches
- prediction accuracy
- machine learning systems
- kaplan meier
- survival analysis
- learning tasks
- statistical methods
- artificial neural networks
- learning models
- machine learning models
- machine learning and data mining algorithms
- prediction model
- data structure
- input features
- blood pressure
- breast cancer
- statistical machine learning
- natural language processing
- transfer learning