Diagnostic Accuracy of an Integrated AI Tool to Estimate Gestational Age From Blind Ultrasound Sweeps
Jeffrey S. A. Stringer,
Teeranan Pokaprakarn,
Juan C. Prieto
et al.
Abstract:ImportanceAccurate assessment of gestational age (GA) is essential to good pregnancy care but often requires ultrasonography, which may not be available in low-resource settings. This study developed a deep learning artificial intelligence (AI) model to estimate GA from blind ultrasonography sweeps and incorporated it into the software of a low-cost, battery-powered device.ObjectiveTo evaluate GA estimation accuracy of an AI-enabled ultrasonography tool when used by novice users with no prior training in sonog… Show more
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