Early Prediction of Neonatal Sepsis From Synthetic Clinical Data Using Machine Learning.
Simon LyraJinyi JinSteffen LeonhardtMarkus LükenPublished in: EMBC (2023)
Keyphrases
- clinical data
- machine learning
- mr images
- medical data
- knowledge discovery
- patient data
- clinical information
- electronic health records
- statistical analysis
- raw data
- domain experts
- cancer patients
- clinical data sets
- learning algorithm
- medical knowledge
- real world
- data mining
- artificial intelligence
- patient records
- clinical decision making
- liver disease
- initial stage
- temporal abstractions
- knowledge acquisition
- decision trees
- data analysis
- domain knowledge
- information extraction
- clinical databases
- natural language processing
- text mining
- predictive modeling
- expert systems
- information retrieval
- databases