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Radiological Grading of Spinal MRI

Abstract:

This paper describes a fully automatic system for obtaining the standard Pfi rrmann degeneration grading of individual intervertebral spinal discs in T2 MRI scans. It involves detecting and labelling all the vertebrae in the scan and then learning a regression from the disc region to the grading. In developing the regression function we investigate a spectrum of support regions which involve di ering degrees of segmentation of the scan: our intention is to ascertain to what extent segmentatio...

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Publication status:
Published
Peer review status:
Peer reviewed

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Institution:
University of Oxford
Department:
Oxford, MPLS, Engineering Science
More by this author
Institution:
University of Oxford
Department:
Brasenose College
Publisher:
Springer Verlag Publisher's website
Volume:
20
Issue:
3
Pages:
119-130
Publication date:
2015-02-10
Acceptance date:
2014-06-23
DOI:
ISSN:
2212-9391
Pubs id:
pubs:678997
URN:
uri:ac3d8801-0f9b-420d-9374-e3fe547cd915
UUID:
uuid:ac3d8801-0f9b-420d-9374-e3fe547cd915
Local pid:
pubs:678997

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