ICD-9 Code Prediction on MIMIC-III v1.4 (test)
91.58Accuracy (140-239)I2M2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| I2M2Static modality (S)=true, Time-series modality (T)=true, Intra-modality modeling=true, Inter-modality modeling=true2024.05 | 91.58 | 68.88 | |
| Inter-modality modelingStatic modality (S)=false, Time-series modality (T)=false, Intra-modality modeling=false, Inter-modality modeling=true2024.05 | 91.54 | 68.59 | |
| Uni-modal (Static)Static modality (S)=true, Time-series modality (T)=false, Intra-modality modeling=true, Inter-modality modeling=false2024.05 | 91.42 | 55.99 | |
| Intra-modality modelingStatic modality (S)=true, Time-series modality (T)=true, Intra-modality modeling=true, Inter-modality modeling=false2024.05 | 91.42 | 67.98 | |
| Uni-modal (Time-series)Static modality (S)=false, Time-series modality (T)=true, Intra-modality modeling=true, Inter-modality modeling=false2024.05 | 83.36 | 68.15 |