Mortality prediction based on imbalanced high-dimensional ICU big data.
Jiankang LiuXianxiang ChenLipeng FangJunxia LiTing YangQingyuan ZhanKai TongZhen FangPublished in: Comput. Ind. (2018)
Keyphrases
- big data
- high dimensional
- cloud computing
- predictive modeling
- data management
- intensive care unit
- high volume
- social media
- data processing
- big data analytics
- data analysis
- massive data
- unstructured data
- intensive care
- prognostic models
- knowledge discovery
- low dimensional
- data science
- vast amounts of data
- high dimensional data
- data warehousing
- dimensionality reduction
- class imbalanced
- clinical data
- social computing
- data analytics
- relational databases
- massive datasets
- data driven decision making
- database
- commodity hardware
- database management systems
- feature space
- machine learning
- data mining