Article

Deep learning model for prenatal congenital heart disease (CHD) screening generalizes to the community setting and outperforms clinical detection

2023-03-12

Abstract excerpt

<h4>Objective</h4> Congenital heart defects (CHD) are still missed despite nearly universal prenatal ultrasound screening programs, which may result in severe morbidity or even death. Deep machine learning (DL) can automate image recognition from ultrasound. The aim of this study was to apply a previously developed DL model trained on images from a tertiary center, to fetal ultrasound images obtained during the s...

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Literature Corpus work: e4e763b6-8b35-58a8-9445-54d82afcfdaf
DOI: 10.1101/2023.03.10.23287134

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