Figure 6. Results of linear regression model when predicting radial artery diameter from femoral artery diameter and other biographical variables. The linear algorithm reveals the following listed features from most to least significant: femoral artery diameter(mm), height(cm), carcinogen exposure(1 if yes, 0 if no), smoking history(1 if yes, 0 if no), biological sex(1if male, 0 if female), weight(kg), age(years), alcohol exposure(1 if any lifetime alcohol exposure, 0 if none), and recreation drug exposure(1 if any lifetime recreational drug exposure, 0 if none)

From

Transradial Access - A Predictive Model to Assess Radial Artery Diameter

Michael Brockman, Jarren Adam, Cassandra De La Torre, Lucas Achkarian, Robert Hanna

American Journal of Medicine Studies. 2022, 10(1), 1-7 doi:10.12691/ajms-10-1-1