Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database.
Mike WuMarzyeh GhassemiMengling FengLeo A. CeliPeter SzolovitsFinale Doshi-VelezPublished in: J. Am. Medical Informatics Assoc. (2017)
Keyphrases
- database
- medical databases
- prediction accuracy
- databases
- database systems
- relational databases
- prediction model
- moving average
- financial time series
- multivariate time series
- exponential smoothing
- heterogeneous databases
- database applications
- non stationary
- database management systems
- data management
- data model
- stock market
- dynamic time warping
- temporal patterns
- risk factors
- extreme values
- query language