Disease Trajectory Forecasting On Uk Cf Trust
Metrics
AUC (ABPA)
AUC (Aspergillus)
AUC (Diabetes)
AUC (E. Coli)
AUC (I. Obstruction)
AUC (K. Pneumonia)
I. Obstruction
Results
Performance results of various models on this benchmark
Model Name | AUC (ABPA) | AUC (Aspergillus) | AUC (Diabetes) | AUC (E. Coli) | AUC (I. Obstruction) | AUC (K. Pneumonia) | I. Obstruction | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|---|
| RETAIN | 0.685 | 0.641 | 0.764 | 0.697 | 0.578 | 0.715 | 0.578 | RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism | - |
| PASS | 0.687 | 0.640 | 0.771 | 0.701 | 0.577 | 0.718 | 0.577 | Forecasting Individualized Disease Trajectories using Interpretable Deep Learning | - |
| MLP | 0.657 | 0.601 | 0.751 | 0.656 | 0.553 | 0.685 | - | - | - |
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