A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care.
Junyi GaoYinghao ZhuWenqing WangZixiang WangGuiying DongWen TangHao WangYasha WangEwen M. HarrisonLiantao MaPublished in: Patterns (2024)
Keyphrases
- intensive care
- predictive modeling
- electronic health records
- health care
- patient data
- clinical data
- knowledge discovery
- medical records
- data mining
- data mining methods
- medical data
- statistical modeling
- machine learning
- text mining
- patient care
- decision support
- health information
- data analysis
- information systems
- decision support system
- clinical trials
- real world
- business intelligence
- data mining techniques
- raw data
- survival analysis
- information overload
- big data
- classification trees
- statistical analysis
- knowledge acquisition
- active learning
- database