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

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 segmentation process wo...

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Bibliografiske detaljer
Udgivet i:JCI Insight
Main Authors: Looney, Pádraig, Stevenson, Gordon N., Nicolaides, Kypros H., Plasencia, Walter, Molloholli, Malid, Natsis, Stavros, Collins, Sally L.
Format: Artigo
Sprog:Inglês
Udgivet: American Society for Clinical Investigation 2018
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6124436/
https://ncbi.nlm.nih.gov/pubmed/29875312
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1172/jci.insight.120178
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