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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 4:

Results on the classification of normal and tumor cells for Experiment 3 and Experiment 4, which performs training and validation on the same patient (intra-patient validation).

Group Experiment AUC Accuracy (%) Sensitivity (%) Specificity (%)
Validation Patient 1 0.97 (0.96, 0.98) 90 (88,91) 99 (98,100) 83 (81, 85)
Patient 2 0.94 (0.93, 0.95) 87 (85,89) 84 (82,86) 90 (88,92)
Average 0.95 (0.94, 0.96) 88 (87, 90) 92 (91, 93) 87 (85, 89)
Test Patient 1 0.88 (0.86, 0.90) 78 (75, 81) 70 (68, 72) 97 (95, 99)
Patient 2 0.91 (0.89, 0.93) 79 (76, 82) 96 (93, 98) 71 (68, 74)
Average 0.90 (0.87, 0.92) 79 (76, 81) 83 (80, 86) 84 (82, 87)