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Benchmarks
Patient State Prediction on MIMIC-III (test)
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85.31
AUROC
M-RNN (MI)
82.8868
83.5159
84.145
84.7741
Nov 23, 2017
AUROC
Gain vs M-RNN
Updated 5mo ago
Evaluation Results
Method
Method
Links
AUROC
Gain vs M-RNN
M-RNN (MI)
Category=M-RNN, Imputa...
2017.11
85.31
-
M-RNN (SI)
Category=M-RNN, Imputa...
2017.11
85.3
-
RNN-based [25]
Category=RNN-based, Ar...
2017.11
84.1
7.6
Spline
Category=Interpolation...
2017.11
84.07
7.8
RNN-based [24]
Category=RNN-based, Ar...
2017.11
84.02
8.1
Matrix Completion
Category=Others, Archi...
2017.11
84.01
8.1
Auto-encoder
Category=Others, Archi...
2017.11
83.99
8.2
Cubic
Category=Interpolation...
2017.11
83.97
8.4
RNN-based [23]
Category=RNN-based, Ar...
2017.11
83.81
9.3
MICE
Category=Imputation, A...
2017.11
83.77
9.5
MissForest
Category=Imputation, A...
2017.11
83.68
10
EM
Category=Imputation, A...
2017.11
83.12
13
MCMC
Category=Others, Archi...
2017.11
82.98
13.7
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