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Papers Benchmarks Datasets Tasks

PPICU dataset and benchmarks · SOTA2 Research

Research Datasets

PPICU

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Blood Test Ordering (Lab)

PPICU (holdout)

93.6Recall

7

Treatment Indicators (Drug)

PPICU (holdout)

93.7Recall

7

In-hospital Mortality

PPICU (holdout)

89AUROC

7

Remaining Length of Stay

PPICU (holdout)

0.358MAE

6

Multivariate Forecasting

PPICU (holdout)

0.017MSE

6

Lab Result Prediction

PPICU

97Performance Score

2

Feature Prediction

PPICU

97Performance Score

2

PPICU

0.62Performance Score

2

Length of Stay (LoS) Prediction

PPICU

1.03Performance Score

2

Mortality Prediction

PPICU

0.72Performance Score

2

Popular tasks

Multivariate Forecasting Forecasting Mortality Prediction In-hospital mortality Length of Stay (LOS) prediction

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