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. Author manuscript; available in PMC: 2021 May 26.
Published in final edited form as: Proc IEEE Inst Electr Electron Eng. 2019 Nov 21;108(1):163–177. doi: 10.1109/jproc.2019.2950187

Table 4.

Sensitivity and Specificity of the Data Set for Each Classifier, Using a Metric for Cut-Off Value That Minimizes m = (1 − Sensitivity)2 + (1 − Specificity)2. Because all Lesions Were Referred for Biopsy, the Sensitivity and Specificity of the Data Set Were Not Calculated For Clinical Assessment

Classifier RadHE CNNFE CNNFT FusionA FusionB FusionC FusionD
Sensitivity (%) (fraction of cases) 83.6 (352/421) 79.8 (336/421) 81.5 (343/421) 84.8 (357/421) 80.0 (337/421) 84.3 (355/421) 86.2 (363/421)
Specificity (%) (fraction of cases) 83.3 (95/114) 78.9 (90/114) 85.1 (97/114) 84.2 (96/114) 87.7 (100/114) 81.6 (93/114) 81.6 (93/114)