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⌀ |
|---|---|---|---|---|---|
Medical Code Prediction
|
MIMIC-IV ICD-9
|
CNN
|
https://arxiv.org/abs/2304.10909v1
|
AUC Macro
|
89.4
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
F1 (micro)
|
74.15
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
F1 (macro)
|
69.01
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Micro)
|
95.61
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Macro)
|
93.60
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
Precision@5
|
65.16
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
F1 (micro)
|
73.27
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
F1 (macro)
|
70.31
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Micro)
|
95.69
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Macro)
|
93.37
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
Precision@5
|
64.57
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 (micro)
|
72.85
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 (macro)
|
68.41
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Micro)
|
95.57
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Macro)
|
93.39
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Precision@5
|
64.49
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 (micro)
|
72.56
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 (macro)
|
68.15
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Micro)
|
95.49
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Macro)
|
93.21
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Precision@5
|
64.39
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
F1 (micro)
|
67.56
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
F1 (macro)
|
64.30
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Micro)
|
93.18
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
AUC (Macro)
|
91.05
|
Medical Code Prediction
|
MIMIC-IV-ICD10-top50
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
Precision@5
|
59.58
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
F1 Micro
|
61.15
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
F1 Macro
|
13.94
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
Macro AUC
|
96.79
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
Micro AUC
|
99.56
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
MSMN
|
https://arxiv.org/abs/2304.13998v1
|
Precision@8
|
68.89
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
F1 Micro
|
62.45
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
F1 Macro
|
14.40
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
Macro AUC
|
96.61
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
Micro AUC
|
99.53
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
PLM-ICD
|
https://arxiv.org/abs/2304.13998v1
|
Precision@8
|
70.34
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 Micro
|
60.37
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 Macro
|
14.17
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Macro AUC
|
95.57
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Micro AUC
|
99.49
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
Joint LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Precision@8
|
67.46
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 Micro
|
60.31
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
F1 Macro
|
13.12
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Macro AUC
|
95.18
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Micro AUC
|
99.47
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
LAAT
|
https://arxiv.org/abs/2304.13998v1
|
Precision@8
|
67.47
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
F1 Micro
|
57.28
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
F1 Macro
|
11.06
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
Macro AUC
|
93.45
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
Micro AUC
|
99.29
|
Medical Code Prediction
|
MIMIC-IV-ICD9-full
|
CAML
|
https://arxiv.org/abs/2304.13998v1
|
Precision@8
|
64.91
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
F1 Micro
|
58.5
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
F1 Macro
|
21.1
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
Exact Match Ratio
|
0.4
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
Precision@8
|
69.9
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
Precision@15
|
55.0
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
R-Prec
|
57.9
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
mAP
|
61.9
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
AUC Micro
|
99.2
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
PLM-ICD
|
https://arxiv.org/abs/2304.10909v1
|
AUC Macro
|
96.6
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
F1 Micro
|
57.9
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
F1 Macro
|
20.3
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
Exact Match Ratio
|
0.4
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
Precision@8
|
68.9
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
Precision@15
|
54.3
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
R-Prec
|
57.2
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
mAP
|
60.6
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
AUC Micro
|
99.0
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
LAAT
|
https://arxiv.org/abs/2304.10909v1
|
AUC Macro
|
95.4
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
F1 Micro
|
56.9
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
F1 Macro
|
21.1
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
Exact Match Ratio
|
0.4
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
Precision@8
|
67.8
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
Precision@15
|
53.5
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
R-Prec
|
56.1
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
mAP
|
59.3
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
AUC Micro
|
99.0
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
MultiResCNN
|
https://arxiv.org/abs/2304.10909v1
|
AUC Macro
|
94.5
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
F1 Micro
|
55.4
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
F1 Macro
|
16.0
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
Exact Match Ratio
|
0.3
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
Precision@8
|
66.8
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
Precision@15
|
52.2
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
R-Prec
|
54.5
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
mAP
|
57.4
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
AUC Micro
|
98.5
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CAML
|
https://arxiv.org/abs/2304.10909v1
|
AUC Macro
|
91.1
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
F1 Micro
|
50.1
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
F1 Macro
|
10.6
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
Exact Match Ratio
|
0.3
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
Precision@8
|
62.6
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
Precision@15
|
47.7
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
R-Prec
|
49.6
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
mAP
|
51.1
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
AUC Micro
|
98.3
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
Bi-GRU
|
https://arxiv.org/abs/2304.10909v1
|
AUC Macro
|
92.4
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CNN
|
https://arxiv.org/abs/2304.10909v1
|
F1 Micro
|
47.2
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CNN
|
https://arxiv.org/abs/2304.10909v1
|
F1 Macro
|
8.0
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CNN
|
https://arxiv.org/abs/2304.10909v1
|
Exact Match Ratio
|
0.3
|
Medical Code Prediction
|
MIMIC-IV ICD-10
|
CNN
|
https://arxiv.org/abs/2304.10909v1
|
Precision@8
|
60.3
|
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