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Learnable Prompt as Pseudo-Imputation: Reassessing the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction.
Weibin Liao
Yinghao Zhu
Zixiang Wang
Xu Chu
Yasha Wang
Liantao Ma
Published in:
CoRR (2024)
Keyphrases
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data imputation
missing values
missing data
electronic health records
imputation methods
clinical data
incomplete data
health information systems
learning algorithm
supply chain
prediction model
data sets
medical data
high dimensional data
positive examples
maximum likelihood
clinical guidelines
pattern recognition