Table 3.
Differences in performance between the view selection protocols for each classification protocol.
Classification Protocol
|
|||
---|---|---|---|
View Protocol Comparison | A | B | C |
All images vs Random images | +0.01 [0.00; 1]† | +0.02 [0.00; 0.04]* | +0.00 [-0.02; 1]† |
| |||
All images vs First image only | +0.00 [0.00; 1]† | +0.01 [0.00; 1]† | -0.04 [-0.08; -0.01]* |
| |||
First image only vs Random images | +0.01 [0.00; 1]† | +0.00 [0.00; 1]† | +0.04 [0.00; 0.09]* |
Note – Data are indicated as ΔAUC [confidence interval].
Protocol A: Feature averaging
Protocol B: Classifier output averaging
Protocol C: No averaging
Two-sided 95% confidence interval
Non-inferiority interval