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. 2022 Mar 8;12:4133. doi: 10.1038/s41598-022-07685-4

Table 1.

Linear regression analysis.

Model Predictor Baseline model Full model Coefficient for DeepSpaCE
Adjusted R2 Adjusted R2 Beta SE P-value
Teacher model Mean RGB 0.306 0.306 0.0736 0.328 0.822
Brightness 0.220 0.245 2.45 0.295 1.98E−16
log(totalUMI) 0.076 0.214 4.63 0.246 8.31E−73
Student model Mean RGB 0.306 0.357 0.468 0.0371 4.55E−35
Brightness 0.220 0.358 0.569 0.0274 8.04E−87
log(totalUMI) 0.076 0.389 0.664 0.0207 6.86E−182

The table shows the adjusted R-squared value of the baseline model, adjusted R-squared value in the full model, and beta, SE, and P-value of coefficient for DeepSpaCE.

The values were calculated using mean RGB values, brightness, and log(total UMI) in the teacher model and student 4 model.