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Journal article

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

Abstract:

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 segmentation proce...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Publisher copy:
10.1172/jci.insight.120178

Authors


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Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Obstetrics and Gynaecology
Stevenson, GN More by this author
Nicolaides, K More by this author
Plasencia, W More by this author
Molloholli, M More by this author
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Publisher:
American Society for Clinical Investigation Publisher's website
Journal:
Journal of Clinical Investigation Journal website
Volume:
3
Issue:
11
Pages:
Article: e120178
Publication date:
2018-06-07
Acceptance date:
2018-04-19
DOI:
EISSN:
1558-8238
ISSN:
0021-9738
Pubs id:
pubs:844851
URN:
uri:535a1d70-06a6-4b8e-b327-d05502939e60
UUID:
uuid:535a1d70-06a6-4b8e-b327-d05502939e60
Local pid:
pubs:844851

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