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. Author manuscript; available in PMC: 2018 Sep 21.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2018 Mar 12;10576:1057605. doi: 10.1117/12.2293167

Table 2:

Results of CNN classification with inter- and intra-patient validation, values are shown as averages with standard deviation.

Training
Patches		 Testing
Patches		 AUC Accuracy Sensitivity Specificity
Thyroid Intra-patient 44,517
(n=11)		 16,464
(n=9)		 0.94 ± 0.06 89 ± 7% 89 ± 8% 89 ± 7%
Intra-patient 44,517
(n=11)		 16,464
(n=9)		 0.94 ± 0.06 90 ± 8% 91 ± 7% 88 ± 10%
SCCa Intra-patient 30,286
(n=9)		 8,668
(n=7)		 0.84 ± 0.16 80 ± 14% 82 ± 14% 79 ± 16%
Intra-patient 30,286
(n=9)		 8,668
(n=7)		 0.86 ± 0.10 81 ± 10% 84 ± 8% 77 ± 13%