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Article

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

Journal of pediatric urology - 1 Jun 2023

Fernandez Nicolas, Chua Michael, Villanueva Juliana, Varela Daniela, Bagli Darius, Shnorhavorian Margarett

Abstract excerpt

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. Available reports have demonstrated a correlation between genetic mutations and syndromic hypospadias with poor surgical outcomes. We hypothesize...

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Identifiers

PMID: 36709079
DOI: 10.1016/j.jpurol.2023.01.005

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-08.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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