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Plane Localization in 3-D Fetal Neurosonography for Longitudinal Analysis of the Developing Brain

Abstract:

The parasagittal (PS) plane is a 2-D diagnostic plane used routinely in cranial ultrasonography of the neonatal brain. This paper develops a novel approach to find the PS plane in a 3-D fetal ultrasound scan to allow image-based biomarkers to be tracked from prebirth through the first weeks of postbirth life. We propose an accurate plane-finding solution based on regression forests (RF). The method initially localizes the fetal brain and its midline automatically. The midline on several axial...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Publisher's version

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Publisher copy:
10.1109/JBHI.2015.2435651

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Department:
Oxford, MSD, Obstetrics & Gynaecology
Role:
Author
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Wellcome/EPSRC Centre of Excellence in Medical Engineering—Personalised Healthcare More from this funder
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Journal:
IEEE journal of biomedical and health informatics Journal website
Volume:
20
Issue:
4
Pages:
1120-1128
Publication date:
2015-05-20
DOI:
EISSN:
2168-2208
ISSN:
2168-2194
Pubs id:
pubs:525016
URN:
uri:7ed07c41-13cc-47ea-bf8b-59467b22b202
UUID:
uuid:7ed07c41-13cc-47ea-bf8b-59467b22b202
Local pid:
pubs:525016
Paper number:
4

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