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. Author manuscript; available in PMC: 2020 Jun 11.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2020 Mar 16;11320:113200V. doi: 10.1117/12.2548609

Table 3.

Results on the classification of normal and tumor cells for Experiment 1 and Experiment 2, which performs validation and testing on the same patient (inter-patient validation).

Group Experiment AUC Accuracy (%) Sensitivity (%) Specificity (%)
Validation Patient 1 0.88 (0.83, 0.93) 80 (74, 85) 80 (73, 86) 80 (73, 87)
Patient 2 0.91 (0.86, 0.95) 82 (76, 88) 85 (77, 91) 80 (73, 87)
Average 0.89 (0.85, 0.94) 81 (75,87) 82 (75, 89) 80 (73,87 )
Testing Patient 1 0.87 (0.84, 0.90) 80 (77, 83) 80 (76, 84) 80 (76, 84)
Patient 2 0.94 (0.91, 0.96) 87 (84, 90) 86 (82, 90) 89 (85, 93)
Average 0.90 (0.88, 0.93) 84 (80, 87) 83 (78, 87) 85 (81, 89)