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Individual prediction of white matter injury following traumatic brain injury

Abstract:

Objective: Traumatic brain injury (TBI) often results in traumatic axonal injury (TAI). This can be difficult to identify using conventional imaging. Diffusion tensor imaging (DTI) offers a method of assessing axonal damage in vivo, but has previously mainly been used to investigate groups of patients. Machine learning techniques are increasingly used to improve diagnosis based on complex imaging measures. We investigated whether machine learning applied to DTI data can be used to diagnose wh...

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Publisher copy:
10.1002/ana.23824

Authors


Hellyer, PJ More by this author
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Institution:
University of Oxford
Department:
Oxford, MSD, Experimental Psychology
Journal:
Annals of Neurology
Volume:
73
Issue:
4
Pages:
489-499
Publication date:
2013-04-05
DOI:
EISSN:
1531-8249
ISSN:
0364-5134
URN:
uuid:94a726eb-ad5b-4471-9524-adf7fe5ae01c
Source identifiers:
404755
Local pid:
pubs:404755
Language:
English

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