Neural network non-linear modeling to predict hypospadias genotype-phenotype correlation.

Introduction: Hypospadias is an abnormal development of the urethral, ventral skin and corporeal bodies. Urethral meatus and ventral curvature have been historically the landmarks to define clinical severity. Genotyping has never been explored as a clinical predictor.