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. 2024 Oct 23;14(21):2360. doi: 10.3390/diagnostics14212360

Table 7.

Evaluation results on a per-class basis applied to EGD videos using InceptionResNetV2-based models trained on EGD still images.

Top 1 Top 5 Total (n = 20)
Labels Sensitivity Specificity Avg. Frames Sensitivity Specificity Avg. Frames Sensitivity Specificity Avg. Frames
ES 100.00 98.10 280 91.09 95.07 462 89.79 95.68 650
GE 65.00 100.00 400 54.96 98.14 318 52.11 98.64 345
CR 81.13 99.54 1060 78.43 96.46 564 57.41 98.05 600
UB 32.00 99.35 500 26.40 95.91 655 19.27 95.88 248
MB 38.88 95.80 720 19.15 97.97 440 19.36 95.88 1218
LB 66.66 96.53 540 25.39 98.08 420 27.22 93.37 811
AG 96.80 93.41 1880 69.95 95.76 573 65.18 95.07 525
AT 76.35 93.84 2960 77.72 96.13 1188 74.10 93.45 955
BB 78.94 95.74 380 75.78 95.96 192 56.69 95.27 216
SD 83.01 100.00 1060 74.03 99.44 426 78.55 99.18 292