- Abstract:
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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...
Expand abstract - Publication status:
- Published
- Peer review status:
- Peer reviewed
- Version:
- Publisher's version
- Files:
-
-
(pdf, 679.2KB)
-
- Publisher copy:
- 10.1109/JBHI.2015.2435651
-
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- 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:
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2168-2208
- ISSN:
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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
- Language:
- English
- Keywords:
- Copyright holder:
- IEEE
- Copyright date:
- 2015
- Notes:
- © 2015 IEEE
Journal article
Plane Localization in 3-D Fetal Neurosonography for Longitudinal Analysis of the Developing Brain
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Wellcome/EPSRC Centre of Excellence in Medical Engineering—Personalised Healthcare
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