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Benchmarks
ICD-9 Code Prediction on MIMIC-III v1.4 (test)
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91.58
Accuracy (140-239)
I2M2
83.0312
85.2506
87.47
89.6894
May 27, 2024
Accuracy (140-239)
Accuracy (460-519)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (140-239)
Accuracy (460-519)
I2M2
Static modality (S)=tr...
2024.05
91.58
68.88
Inter-modality modeling
Static modality (S)=fa...
2024.05
91.54
68.59
Uni-modal (Static)
Static modality (S)=tr...
2024.05
91.42
55.99
Intra-modality modeling
Static modality (S)=tr...
2024.05
91.42
67.98
Uni-modal (Time-series)
Static modality (S)=fa...
2024.05
83.36
68.15
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