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ICD code prediction on MIMIC-IV 26K ICD-10 (test)
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99.7
AUC-ROC Micro
DUALLAAT
98.972
99.161
99.35
99.539
May 18, 2026
AUC-ROC Micro
AUC-ROC Macro
F1 Micro
F1 Macro
Precision@8
Updated 15d ago
Evaluation Results
Method
Method
Links
AUC-ROC Micro
AUC-ROC Macro
F1 Micro
F1 Macro
Precision@8
DUALLAAT
Training Data=Multi-so...
2026.05
99.7
97.4
57.1
11.2
69.8
CoRelation
Preprocessing Pipeline...
2026.05
99.6
97.2
57.8
6.3
70
DUALLAAT
Training Data=ICD-10 only
2026.05
99.6
97
56.6
10.2
69.3
PLM-ICD
Preprocessing Pipeline...
2026.05
99
91.9
57
4.9
69.5
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