sentence: Ultimately , we tried to diagnose sPDA as soon as possible using only perinatal factors without imaging findings.This study aimed to investigate the perinatal risk factors leading to sPDA and sPDA treatments for very low birth weight ( VLBW ) infants in a nationwide cohort registry and to compare the performance of AI analysis with that of conventional analysis .