Vasopressor Prediction on MIMIC-III 1.4 (test)
0.719Onset AUROCLSTM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LSTMModel Architecture=Long Short-Term Memory2019.07 | 0.719 | 0.939 | 0.983 | 0.981 | 0.901 | 0.826 | 0.481 | 0.417 | |
| RFModel Architecture=Random Forest2019.07 | 0.716 | 0.942 | 0.985 | 0.983 | 0.907 | 0.838 | 0.489 | 0.42 | |
| CNNModel Architecture=Convolutional Neural Network2019.07 | 0.694 | 0.94 | 0.984 | 0.981 | 0.9 | 0.776 | 0.444 | 0.389 | |
| LRModel Architecture=Logistic Regression2019.07 | 0.684 | 0.939 | 0.982 | 0.985 | 0.898 | 0.729 | 0.451 | 0.402 |