Radiomics Analysis of Lymph Nodes with Esophageal Squamous Cell Carcinoma Based on Deep Learning

Table 2

Key radiomic features after LASSO.

Handcrafted radiomic category	Radiomic feature name	_value
GLCM	GLCM_Correlation	0.010
	GLCM_IMC	0.031
Statistic	stats_Area	0.001
	stats_Orientation	0.038
Hessian	max_hessiandet	0.002
	hessian_hist2	0.024
	hessian_hist5	0.030
	hessian_hist7	0.040
	hessian_hist8	0.010
Phase congruency	max_phasecong3	0.045

Note. (1) Suffix of 2,5,7,8 mean the distribution histograms of the Hessian features. (2) Suffix of 3 means the different directions of the phase congruency. (3) IMC means information measure of correlation.