An ensemble of neural networks provides expert-level prenatal detection of complex congenital heart...
An ensemble of neural networks provides expert-level prenatal detection of complex congenital heart disease
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New York: Nature Publishing Group US
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English
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New York: Nature Publishing Group US
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Congenital heart disease (CHD) is the most common birth defect. Fetal screening ultrasound provides five views of the heart that together can detect 90% of complex CHD, but in practice, sensitivity is as low as 30%. Here, using 107,823 images from 1,326 retrospective echocardiograms and screening ultrasounds from 18- to 24-week fetuses, we trained...
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Full title
An ensemble of neural networks provides expert-level prenatal detection of complex congenital heart disease
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TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8380434
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8380434
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ISSN
1078-8956
E-ISSN
1546-170X
DOI
10.1038/s41591-021-01342-5
