Multi-task Prediction on MIMIC-III ICD-9 20 tasks (test)
71.23Average AUCGRU-D
Evaluation Results
| Method | Links | |
|---|---|---|
| GRU-DDescription=Proposed model utilizing decay and informative missingness2016.06 | 71.23 | |
| GRU-simpleDescription=Mean imputation with mask and time interval2016.06 | 71.05 | |
| GRU-forwardDescription=Forward imputation for input2016.06 | 70.77 | |
| GRU-meanDescription=Mean imputation for input2016.06 | 70.7 |