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Sepsis Early Warning on MIMIC 4-hour window IV (test)
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90.3
AUC
Ours
56.188
65.044
73.9
82.756
Apr 22, 2026
AUC
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
F1 Score
Ours
2026.04
90.3
87.1
CNN-LSTM
2026.04
90
86.4
Transformer
2026.04
89.4
86.3
MGP-AttTCN
2026.04
89.4
86.3
LSTM
2026.04
89.1
85.2
Time-phased
2026.04
87.7
83
LR
2026.04
87.4
83.3
KNN
2026.04
83.5
78.5
Resnet
2026.04
82.9
81.1
SVM
2026.04
82.5
76.6
MEWS
2026.04
72.8
53.2
SIRS
2026.04
60
47.9
qSOFA
2026.04
57.5
43.2
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