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Papers Benchmarks Datasets Tasks

EMR dataset and benchmarks · SOTA2 Research

Research Datasets

EMR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Criminal methods extraction

EMR dataset

63.14Cosine Similarity

7

Police handling extraction

EMR dataset

65.51Cosine Similarity

7

Case type classification

EMR dataset

0.834Jaccard Similarity

7

Information Extraction

EMR (test)

82.55Jaccard (Case type)

6

Named Entity Recognition

EMR Histology (test)

95F1-score

5

Named Entity Recognition

EMR Tumor (test)

90.6F1-score

5

Named Entity Recognition

EMR Tumor Grade (test)

92.5F1 Score

5

Named Entity Recognition

EMR Drug name (test)

93.2F1-score

5

Named Entity Recognition

EMR Surgery (test)

94.2F1-score

5

Named Entity Recognition

EMR Biomarkers (test)

95.3F1 Score

5

Popular tasks

Named Entity Recognition Information Extraction Case type classification Police handling extraction Criminal methods extraction

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