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Concurrent imputation and prediction on EHR data using bi-directional GANs: Bi-GANs for EHR imputation and prediction.
Mehak Gupta
Thao-Ly T. Phan
H. Timothy Bunnell
Rahmatollah Beheshti
Published in:
BCB (2021)
Keyphrases
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missing values
bi directional
missing data
prediction accuracy
data imputation
data analysis
data collection
database
data sets
data points
training data
raw data
prediction model
predictive model
statistical analysis
information systems
meteorological data
high dimensional
data mining techniques
incomplete data