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Papers Benchmarks Datasets Tasks

eICU Collaborative Research Database dataset and benchmarks · SOTA2 Research

Research Datasets

eICU Collaborative Research Database

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Sepsis prediction

eICU Collaborative Research Database (test)

56C-index

81

Prolonged ICU stay prediction

eICU Collaborative Research Database (eICU-CRD) (test)

0.2Hazard Ratio (HR)

80

Missing Data Imputation

eICU Collaborative Research Database Simulation of Blockwise Missing Data n=5000, p=40

0.06RMSE

24

Missing Data Imputation

eICU Collaborative Research Database Simulation of Blockwise Missing Data (n=5000, p=40)

0.065RMSE

16

Popular tasks

Missing Data Imputation Sepsis Prediction Prolonged ICU stay prediction

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