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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)