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Table 1 Comparison of prediction probabilities of the three trained residual convolutional neural networks (CNN) in mean and standard deviation, and Intraclass correlation coefficient (ICC)

From: Novel rapid intraoperative qualitative tumor detection by a residual convolutional neural network using label-free stimulated Raman scattering microscopy

SRH images (n = 402) mean probability (± SD)

CNN 1

CNN 2

CNN 3

Reliability (ICC)

All

Tumor

73.9 (± 33.2)

76.9 (± 35.0)

76.5 (± 33.7)

0.962 (99% CI 0.953–0.969)

non-tumor

18.9 (± 33.1)

18.0 (± 32.7)

18.2 (± 31.6)

0.977 (99% CI 0.973–0.981)

Low quality

7.2 (± 15.2)

5.1 (± 16.4)

5.3 (± 15.7)

0.914 (99% CI 0.895–0.929)