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. 2018 Nov 12;8:16685. doi: 10.1038/s41598-018-35044-9

Table 5.

Sensitivity of the best performing model (transfer learning ResNet50) in identifying any, mild, and, moderate-to-severe GON at varying levels of specificity.

Specificity Sensitivity by Disease Severity
Any Mild Moderate-to-Severe
0.80 0.85 (0.83–0.87) 0.83 (0.80–0.85) 0.96 (0.94–0.98)
0.85 0.80 (0.78–0.83) 0.77 (0.74–0.80) 0.95 (0.92–0.98)
0.90 0.74 (0.71–0.76) 0.69 (0.65–0.72) 0.93 (0.89–0.96)
0.95 0.62 (0.59–0.65) 0.55 (0.51–0.59) 0.88 (0.85–0.91)