Table 6 Comparison of model-only and physician-assisted performance

From: Interpretable multimodal zero shot ECG diagnosis via structured clinical knowledge alignment

Setting

Accuracy

Sensitivity

Specificity

F1-score

ZETA

71.6

71.6

78.3

75.0

Expert + ZETA

86.5

86.5

58.7

86.0