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Papers Benchmarks Datasets Tasks

MIMIC-III dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

MIMIC-III

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Communication Overhead

MIMIC-III

93.62Communication Latency (s)

2

MIMIC-III

0.331Kappa

1

In-hospital mortality

MIMIC-III (EHR_PARTIAL)

0.861AUROC

1

Treatment Effect Estimation

MIMIC-III semi-synthetic (test)

—Primary metric

0

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Popular tasks

ICD Coding Mortality Prediction In-hospital mortality prediction Text-to-UMLS linking Length of Stay

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