Fully automated, real-time 3D-ultrasound segmentation to estimate first trimester placental volume using deep learning

<p>Objectives: We present a new technique to fully automate the segmentation of an organ from 3D ultrasound (3D-US) volumes, using the placenta as the target organ. Image analysis tools to estimate organ volume do exist but are too time consuming and operator-dependant. Fully automating the s...

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Үндсэн зохиолчид: Looney, P, Stevenson, G, Nicolaides, K, Plasencia, W, Molloholli, M, Natsis, S, Collins, S
Формат: Journal article
Хэвлэсэн: American Society for Clinical Investigation 2018