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Papers Benchmarks Datasets Tasks

EHR dataset dataset and benchmarks · SOTA2 Research

Research Datasets

EHR dataset

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

ICD code prediction

EHR dataset ICD-10 codes (test)

90.77AUPRC (T2D)

10

Document Understanding

EHR Dataset 4

82Macro F1

7

Document Understanding

EHR Dataset 3

90Macro F1

7

Document Understanding

EHR Dataset 2

93Macro F1

7

EHR Dataset

100AUROC

5

Popular tasks

Document Understanding ICD code prediction LOS >= 7

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