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Papers Benchmarks Datasets Tasks

eICU dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

eICU

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Unsupervised Prediction

eICU 24 hours

0.042NMI

3

Unsupervised Prediction

eICU 12 hours

0.044NMI

3

Unsupervised Prediction

eICU 6 hours

4.74NMI

3

eICU

82.2AUROC

2

Data Imputation

eICU

0.125NRMSE

2

Electronic Health Record Analysis

eICU

98.5ISR

1

Length of Stay Prediction

eICU (test)

—MAD

0

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