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Text-to-UMLS linking on MIMIC-III unseen in WS n=174 (test)
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94.1
Precision
GHNL API
60.196
68.998
77.8
86.602
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
GHNL API
Source=Google Healthca...
2021.05
94.1
89.7
91.9
SemEHR + SS
strong supervision=tru...
2022.05
88.9
97.2
92.9
SemEHR + WS
weak supervision=true,...
2022.05
80.2
94.4
86.7
SemEHR + WS
Components=rules + Blu...
2021.05
78.5
95.3
86.1
SemEHR
Reference recall=100%
2021.05
61.5
100
76.1
SemEHR + rules
Enhancement=Customized...
2021.05
61.5
100
76.1
SemEHR
2022.05
61.5
100
76.2
SemEHR + rules
rules=true
2022.05
61.5
100
76.2
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