Heterogeneous postsurgical data analytics for predictive modeling of mortality risks in intensive care units.

Yun Chen Hui Yang

Published in: EMBC (2014)

Keyphrases

predictive modeling
data analytics
intensive care units
intensive care
big data
intensive care unit
business intelligence
data mining techniques
data analysis
decision support
data mining

decision support system
statistical modeling
risk factors
data mining methods
health care
patient data
knowledge discovery
decision making
cloud computing
monitoring system
internet search

open source
data processing
machine learning
unstructured data
risk management
data management
data warehouse
social media
text mining
risk assessment
association rules

data warehousing
high risk
classification trees
real world
parameter estimation
medical data
information extraction
heart rate
information technology
knn
information processing