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23 February 2012 Automatic fetal weight estimation using 3D ultrasonography
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Abstract
This paper proposes a novel and fast approach for automatic estimation of the fetal weights from 3D ultrasound data. Conventional manual approaches are time-consuming and involve inconsistence by different sonographers because of the difficulty to trace limb boundaries in complicated Ultrasound limb volumes. It takes up to 10 minutes to manually trace the surface borders of a 20cm long limb. Using our automatic approach, the time is significantly reduced to 2.1 seconds for measuring the weights based on the entire limb. Experiments with the automatic approach also show comparable standard deviation and limits of agreement to the manual approaches.
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Shaolei Feng, Kevin S. Zhou, and Wesley Lee "Automatic fetal weight estimation using 3D ultrasonography", Proc. SPIE 8315, Medical Imaging 2012: Computer-Aided Diagnosis, 83150I (23 February 2012); https://doi.org/10.1117/12.911736
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