SemEHR+WS (rules+BlueBERT) with tuning number of training data

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Entity LinkingonRare Diseases Mentions in MIMIC-III (Text-to-UMLS)
F1· 2022-05-11
0.861
SOTA
Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes arXiv:2205.05656
Entity LinkingonRare Diseases Mentions in MIMIC-III
F1· 2022-05-11
0.711
SOTA
Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes arXiv:2205.05656
Entity LinkingonRare Diseases Mentions in MIMIC-III Radiology Reports (Text-to-UMLS)
F1· 2022-05-11
0.907
SOTA
Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes arXiv:2205.05656