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Automatic Spine Identification in Abdominal CT Slices using Image Partition Forests

Abstract:

The identification of key features (e.g. organs and tumours) in medical scans (CT, MRI, etc.) is a vital first step in many other image analysis applications, but it is by no means easy to identify such features automatically. Using statistical properties of image regions alone, it is not always possible to distinguish between different features with overlapping greyscale distributions. To do so, it helps to make use of additional knowledge that may have been acquired (e.g. from a medic) abou...

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Publication status:
Published

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Institution:
University of Oxford
Division:
MSD
Department:
Clinical Neurosciences
Role:
Author
Pages:
121-126
Host title:
2009 PROCEEDINGS OF 6TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA 2009)
Publication date:
2009-01-01
Source identifiers:
328698
ISBN:
9781424456499
Pubs id:
pubs:328698
UUID:
uuid:fb188aca-6916-4755-a3ab-3ba0d466960c
Local pid:
pubs:328698
Deposit date:
2013-11-16

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