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. 2021 Aug 16;9(9):E1361–E1370. doi: 10.1055/a-1507-4980

Table 3. Diagnostic accuracy, sensitivity and specificity for detection of ulcerations in the small bowel and colon in patients with suspected or known Crohnʼs disease.

TP TN FP FN Accuracy (%) 95 %CI Sensitivity (%) 95 %CI Specificity (%) 95 %CI
Patient split
  • Small bowel

317 602 2 12 98.50 97.50–99.18 96.35 93.72–98.10 99.67 98.81–99.96
  • Colon

130 283 0 8 98.10 96.29–99.18 94.20 88.90–97.46 100 98.70–100
  • Overall

447 885 2 20 98.38 97.55–98.98 95.72 93.46–97.36 99.77 99.19–99.97
Random split
  • Small bowel

359 620 0 15 98.49 97.52–99.15 95.99 93.47–97.74 100 99.41–100
  • Colon

174 302 0 6 98.76 97.31–99.54 96.67 92.89–98.77 100 98.79–100
  • Overall

533 922 0 21 98.58 97.83–99.12 96.21 94.26–97.64 100 99.60–100

Data are shown for two different split of images used training, validation and testing of the deep learning framework.

TP, true positive; TN, true negative; FP, false positive; FN, false negative.