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Objectives Early identification and quantification of bladder damage in pediatric patients with congenital anomalies of the kidney and urinary tract (CAKUT) is crucial to guiding effective treatment and may affect the eventual clinical outcome, including progression of renal disease. We have developed a novel approach based on the convex hull to calculate bladder wall trabecularity in pediatric patients with CAKUT. The objective of this study was to test whether our approach can accurately predict bladder wall irregularity. Methods Twenty pediatric patients, half with renal compromise and CAKUT and half with normal renal function, were evaluated. We applied the convex hull approach to calculate T, a metric proposed to reflect the degree of trabeculation/bladder wall irregularity, in this set of patients. Results The average T value was roughly 3 times higher for diseased than healthy patients (0.14 [95% confidence interval, 0.10–0.17] versus 0.05 [95% confidence interval, 0.03–0.07] for normal bladders). This disparity was statistically significant (P

Objectives To predict the chronic kidney disease (CKD) state for pediatric patients based on scaled renal cortical echogenicity. Methods Sonograms from a cohort of 26 patients, half of whom had stage 4 or 5 CKD, whereas the other half had normal renal function, were analyzed. For each patient image, a region of interest (ROI) was drawn around the renal cortex for comparison with an ROI drawn around the hepatic parenchyma. The latter ROI was shifted spatially to normalize the signal attenuations and time-gain compensations of the two organs’ ROIs. Then the average pixel intensity of the renal ROI was divided by the corresponding hepatic value, resulting in scaled renal cortical echogenicity. Results The average scaled renal cortical echogenicity was higher for diseased than healthy kidneys by roughly a factor of 2 (2.01 [95% confidence interval, 1.62–2.40] versus 1.05 [95% confidence interval, 0.88–1.23] for normal kidneys). This difference was statistically significant (P < .001). Conclusions Our results show that the pediatric CKD state correlates with rigorously calculated scaled renal cortical echogenicity.