We commend Zhang et al. for exploring the combined application of split-bolus contrast injection and dual-energy CT (DECT) scanning in pediatric CT urography (CTU) [1]. Their prospective design and focus on reducing radiation exposure while enhancing image quality in a vulnerable population are highly valuable. However, we wish to highlight two methodological concerns that may influence the clinical generalizability and interpretability of their findings