Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement.
Pei-Yuan ZhouAndrew K. C. WongPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- pattern discovery
- clinical data
- medical data
- data analysis
- pattern mining
- patient data
- imbalanced class distribution
- statistical analysis
- knowledge discovery
- interesting patterns
- prediction accuracy
- raw data
- association rule mining
- data mining
- temporal patterns
- sequential patterns
- domain experts
- multi dimensional
- subgroup discovery
- database
- active learning