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STEMI Classification on MIMIC ECG IV (external cohort)
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59.6
PRAUC
ECGCLIP-R18
57.416
57.983
58.55
59.117
May 25, 2026
PRAUC
ROAUC
Sensitivity
Specificity
F1 Score
MCC
Updated 8d ago
Evaluation Results
Method
Method
Links
PRAUC
ROAUC
Sensitivity
Specificity
F1 Score
MCC
ECGCLIP-R18
Backbone=ResNet-18
2026.05
59.6
82.1
1.6
100
3.2
10.6
ECGCLIP-R34
Backbone=ResNet-34
2026.05
58.5
82
2.6
99.9
5.1
13.3
Random Init-R18
Backbone=ResNet-18
2026.05
57.8
80.7
1.9
99.9
3.8
11.2
Merl-R18
Backbone=ResNet-18
2026.05
57.5
82.3
1.2
99.9
2.3
7.5
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