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Table 1 ROC results of cerebral edema detection in 24 h based on every possible combination of characteristic parameters

From: An amplitude-based characteristic parameter extraction algorithm for cerebral edema detection based on electromagnetic induction

Single

Double

Triple

Quadruple

Quintuple

Characteristic parameter

AUC*

Characteristic parameter

AUC

Characteristic parameter

AUC

Characteristic parameter

AUC

Characteristic parameter

AUC

\(\alpha\)

0.89

\(\alpha \beta\)

0.84

\(\alpha \beta \gamma\)

0.90

\(\alpha \beta \gamma \delta\)

0.89

\(\alpha \beta \gamma \delta \rho\)

0.92

\(\beta\)

0.72

\(\alpha \gamma\)

0.92

\(\alpha \beta \delta\)

0.87

\(\alpha \beta \gamma \rho\)

0.95

  

\(\gamma\)

0.87

\(\alpha \delta\)

0.90

\(\alpha \beta \rho\)

0.87

\(\alpha \beta \delta \rho\)

0.88

  

\(\delta\)

0.64

\(\alpha \rho\)

0.90

\(\alpha \gamma \delta\)

0.94

\(\alpha \gamma \delta \rho\)

0.92

  

\(\rho\)

0.74

\(\beta \gamma\)

0.84

\(\alpha \gamma \rho\)

0.95

\(\beta \gamma \delta \rho\)

0.91

  
  

\(\beta \delta\)

0.75

\(\alpha \delta \rho\)

0.91

    
  

\(\beta \rho\)

0.77

\(\beta \gamma \delta\)

0.88

    
  

\(\gamma \delta\)

0.97

\(\beta \gamma \rho\)

0.89

    
  

\(\gamma \rho\)

0.97

\(\beta \delta \rho\)

0.78

    
  

\(\delta \rho\)

0.94

\(\gamma \delta \rho\)

0.97

    
  1. *AUC takes two significant digits