Table 4.

Abilities of computer-extracted image phenotypes to replicate corresponding human-extracted phenotypes

BI-RADS feature	Performance metric estimate with p value	CEIPs involved in chosen predictor/classifier
Lesion size	MSD 56.558 (p < 0.001)	Effective diameter Surface area Maximum linear size
Lesion shape	AUC 0.720 (p = 0.004)	Sphericity
Internal enhancement	AUC 0.551 (p = 0.263)	Energy Entropy IMC1 Maximum correlation coefficient Sum of average Sum of entropy Sum of squares
Margin	τ = 0.143 (p = 0.183)	Variance radial gradient histogram

IMC Information measure of correlation, MSD Mean squared deviation