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. Author manuscript; available in PMC: 2020 Jun 2.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2019 Mar 8;10951:109511A. doi: 10.1117/12.2512985

Table 1:

Results of inter-patient cross-validation of SCC versus normal, obtained using the leave-one-patient-out method. Average AUCs reported with bootstrapped 95% confidence interval.

Ground Truth Classifier Avg. AUC [95% Confidence Interval]
Avoiding Glare spatial-SVM 0.71 [0.68, 0.74]
CNN [21] 0.86 [0.82, 0.89]
spatial-SVM Processed 0.82 [0.80, 0.84]
CNN Processed 0.84 [0.81, 0.86]
HELICoiD 0.82 [0.79, 0.84]
CNN+HELICoiD 0.82 [0.79, 0.85]
Including Glare spatial-SVM 0.69 [0.67, 0.71]
CNN [21] 0.73 [0.71, 0.76]
spatial-SVM Processed 0.76 [0.74, 0.77]
CNN Processed 0.78 [0.76, 0.81]
HELICoiD 0.79 [0.77, 0.81]
CNN+HELICoiD 0.81 [0.80, 0.83]