Table 2 Intraclass correlation coefficients (ICCs) evaluating reliability of “raw” brain age from five algorithms (brainageR, DeepBrainNet, XGBoost, ENIGMA, pyment) between no motion and low motion scans, and between no motion and high motion scans ICC values quantify consistency of brain age outputs; higher values indicate greater reliability