Clinical Concept Extraction on 2010 i2b2/VA
Metric: Exact Span F1 (higher is better)
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Results
Submit a result| # | Model↕ | Exact Span F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BERTlarge (MIMIC) | 90.25 | No | Enhancing Clinical Concept Extraction with Conte... | 2019-02-22 | - |
| 2 | CharacterBERT (base, medical) | 89.24 | No | CharacterBERT: Reconciling ELMo and BERT for Wor... | 2020-10-20 | Code |
| 3 | ClinicalBERT | 87.4 | No | Cost-effective Selection of Pretraining Data: A ... | 2020-10-02 | - |
| 4 | ELMo (finetuned on i2b2) + word2vec (i2b2) | 86.23 | No | - | - | Code |
| 5 | deBruijn et al. (System 1.1) | 85.23 | No | - | - | - |