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Mortality Prediction on Physionet (test)
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0.8424
AUC
GRU-D
0.738296
0.765323
0.79235
0.819377
Jun 6, 2016
Apr 29, 2017
Mar 23, 2018
Feb 14, 2019
Jan 8, 2020
Dec 1, 2020
Oct 25, 2021
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
GRU-D
Model Category=Proposed
2016.06
0.8424
SVM-simple
Model Category=Non-RNN
2016.06
0.8277
GRU-mean
Model Category=RNN
2016.06
0.8195
RF-forward
Model Category=Non-RNN
2016.06
0.8183
GRU-forward
Model Category=RNN
2016.06
0.8162
RF-simple
Model Category=Non-RNN
2016.06
0.8157
GRU-simple
Model Category=RNN
2016.06
0.8155
SVM-forward
Model Category=Non-RNN
2016.06
0.8131
LSTM-mean
Model Category=RNN
2016.06
0.8025
Coupling flow
numerical solver=none
2021.10
0.788
ResNet flow
numerical solver=none
2021.10
0.784
Neural ODE
solver=Best of Euler o...
2021.10
0.777
LR-simple
Model Category=Non-RNN
2016.06
0.7625
LR-forward
Model Category=Non-RNN
2016.06
0.7423
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