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SBrad Classification on MIMIC-IV-ECG (external cohort)
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89.1
PR AUC
ECGCLIP-R34
86.708
87.329
87.95
88.571
May 25, 2026
PR AUC
ROC AUC
Sensitivity
Specificity
F1 Score
MCC
Updated 8d ago
Evaluation Results
Method
Method
Links
PR AUC
ROC AUC
Sensitivity
Specificity
F1 Score
MCC
ECGCLIP-R34
Backbone=ResNet-34
2026.05
89.1
98.7
87.4
97.8
86.2
84.2
Random Init-R18
Backbone=ResNet-18
2026.05
86.8
98
83.5
97
81.9
79.2
ECGCLIP-R18
Backbone=ResNet-18
2026.05
86.8
98.1
81
97.4
81.5
78.8
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