AIMC Topic: Hypoplastic Left Heart Syndrome

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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 Sep 30, 2023
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...
Humans Artificial Intelligence Pregnancy Female Sensitivity and Specificity Ultrasonography, Prenatal Hypoplastic Left Heart Syndrome
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Deep Learning for Improved Risk Prediction in Surgical Outcomes.

Scientific reports Jun 9, 2020
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...
Humans Neural Networks, Computer Infant, Newborn Infant Deep Learning Length of Stay Hospital Mortality Models, Statistical Heart Ventricles Markov Chains Risk Monte Carlo Method Decision Making, Organizational Hypoplastic Left Heart Syndrome Norwood Procedures
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