Fully automated 3D ultrasound segmentation of the placenta, amniotic fluid and fetus for early pregnancy assessment

Volumetric placental measurement using 3D ultrasound has proven clinical utility in predicting adverse pregnancy outcomes. However, this metric can not currently be employed as part of a screening test due to a lack of robust and real-time segmentation tools. We present a multi-class convolutional n...

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Bibliographic Details
Main Authors: Looney, P, Yin, Y, Collins, SL, Nicolaides, K, Plasencia, W, Molloholli, M, Natsis, S, Stevenson, GN
Format: Journal article
Language:English
Published: Institute of Electrical and Electronics Engineers 2021