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Automatic assessment of full left ventricular coverage in cardiac cine magnetic resonance imaging with Fisher discriminative 3D CNN

Abstract:

Cardiac magnetic resonance (CMR) images play a growing role in the diagnostic imaging of cardiovascular diseases. Full coverage of the left ventricle (LV), from base to apex, is a basic criterion for CMR image quality and necessary for accurate measurement of cardiac volume and functional assessment. Incomplete coverage of the LV is identified through visual inspection, which is time-consuming and usually done retrospectively in the assessment of large imaging cohorts. This paper proposes a n...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/tbme.2018.2881952

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Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
RDM
Sub department:
RDM Cardiovascular Medicine
Role:
Author
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Publisher:
IEEE Publisher's website
Journal:
IEEE Transactions on Biomedical Engineering Journal website
Volume:
66
Issue:
7
Pages:
1975-1986
Publication date:
2018-11-21
Acceptance date:
2018-11-06
DOI:
EISSN:
1558-2531
ISSN:
0018-9294
Pmid:
30475705
Source identifiers:
946940
Language:
English
Keywords:
Pubs id:
pubs:946940
UUID:
uuid:8224c7c2-7386-4785-9cd2-958f83a567ee
Local pid:
pubs:946940
Deposit date:
2019-02-14

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