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ICD-9 Code Prediction on MIMIC-II full

0.464Micro F1

MultiResCNN

Updated 4d ago

Evaluation Results

Method	Links
MultiResCNN 2019.11		0.464	0.85	0.968	0.052	0.544
DR-CAML 2018.02		0.457	0.826	0.966	0.049	0.515
DR-CAML 2019.11		0.457	0.826	0.966	0.049	0.515
CAML 2018.02		0.442	0.82	0.966	0.048	0.523
CAML 2019.11		0.442	0.82	0.966	0.048	0.523
HA-GRU 2018.02		0.366	-	-	-	-
HA-GRU 2019.11		0.366	-	-	-	-
Bi-GRU 2018.02		0.359	0.78	0.954	0.024	0.42
CNN 2018.02		0.332	0.742	0.941	0.03	0.388
Logistic Regression 2018.02		0.314	0.69	0.934	0.025	0.425
Flat SVM 2018.02		0.293	-	-	-	-
SVM 2019.11		0.293	-	-	-	-