
Robustness of pulmonary nodule radiomic features on CT as a function of varying radiation dose levels
The aim of this study was to present an in vivo stability analysis of radiomic features for pulmonary nodules against varying radiation dose levels. The authors found that a large majority of pulmonary nodule radiomic features were not inherently robust to radiation dose level variations and determined that a lower radiation dose introduces increasingly random noise and bias to radiomic