Predictive Model for ICU Readmission Based on Discharge Summaries Using Machine Learning and Natural Language Processing.
Negar Orangi-FardAlireza AkhbardehHersh SagreiyaPublished in: Informatics (2022)
Keyphrases
- predictive model
- machine learning
- natural language processing
- decision trees
- information extraction
- historical data
- text mining
- artificial neural networks
- prediction model
- natural language
- discharge summaries
- artificial intelligence
- classification rules
- knowledge representation
- support vector machine
- neural network
- learning algorithm
- data analysis
- knowledge discovery
- computational intelligence
- machine learning methods
- probabilistic model
- data mining
- free text
- text classification
- machine learning algorithms
- data mining techniques
- classification models
- feature extraction
- data warehouse
- training data
- medical information
- databases