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Hypoplastic Left Heart Syndrome

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Deep Learning for Improved Risk Prediction in Surgical Outcomes.

Scientific reports 32518246
The Norwood surgical procedure restores functional systemic circulation in neonatal patients with single ventricle congenital heart defects, but this complex procedure carries a high mortality rate. In this study we address the need to provide an acc...
Decision Making, Organizational Deep Learning Heart Ventricles Hospital Mortality Humans Hypoplastic Left Heart Syndrome Infant Infant, Newborn Length of Stay Markov Chains Models, Statistical Monte Carlo Method Neural Networks, Computer Norwood Procedures Risk
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Prenatal diagnosis of hypoplastic left heart syndrome on ultrasound using artificial intelligence: How does performance compare to a current screening programme?

Prenatal diagnosis 37776084
BACKGROUND: Artificial intelligence (AI) has the potential to improve prenatal detection of congenital heart disease. We analysed the performance of the current national screening programme in detecting hypoplastic left heart syndrome (HLHS) to compa...
Artificial Intelligence Female Humans Hypoplastic Left Heart Syndrome Pregnancy Sensitivity and Specificity Ultrasonography, Prenatal
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