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Rare disease identification on MIMIC-III (test)
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73.3
Precision
SemEHR + SS (anns+BERT)
11.524
27.562
43.6
59.638
May 5, 2021
Jul 5, 2021
Sep 5, 2021
Nov 6, 2021
Jan 7, 2022
Mar 10, 2022
May 11, 2022
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
SemEHR + SS (anns+BERT)
Methodology=Strong sup...
2022.05
73.3
80.5
76.7
SemEHR + WS (rules+BERT)
Methodology=Weak super...
2022.05
64.7
80.5
71.7
SemEHR + WS
rules=true, BlueBERT=t...
2021.05
63.7
78.1
70.2
SemEHR + rules
customized rules=true
2021.05
50.9
81.5
62.6
SemEHR + rules
Rules-based enhancemen...
2022.05
49
86.6
62.6
GHNL API
2021.05
45.8
55.5
50.2
SemEHR
2021.05
15.7
93.8
26.9
SemEHR
2022.05
13.9
92.7
24.1
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