A Bayesian method for the automatic extraction of meaningful clinical sequences from large clinical databases.
Aashara ShresthaDimitrios ZikosLeonidas FegarasJohn BlebeaRobert A. SassoPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- automatic extraction
- clinical databases
- bayesian methods
- clinical data
- medical experts
- differential diagnosis
- medical records
- temporal aspects
- bayesian framework
- model selection
- hyperparameters
- gaussian processes
- medical knowledge
- computer aided
- machine learning
- temporal abstractions
- medical domain
- learning algorithm
- statistical analysis
- patient data
- medical data
- clinical practice
- bayesian inference
- health care
- active learning
- support vector