Extended Data Fig. 4. Weights for the LR Rad-LN model.
Coefficient results for the lymph node radiomics features from the 10-fold train–test scheme for the LR Rad-LN model. The box-and-whisker plots show the mean and the interquartile range (25–75%) as boxes, the minimum and maximum as whiskers up to 1.5 times the IQR and datapoints outside the IQR range as diamonds, for N = 10 fits. The adjoined bar plot shows the number of times, for a given feature, the following criteria were satisfied: (1) if applicable, the feature was selected as part of the radiomics filtering process, (2) the magnitude of the feature’s weight was at least 1 standard deviation from zero and (3) the magnitude of the feature’s weight was greater than 0.01. Only coefficients selected more than once are shown, up to 100.