Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?

Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?

Abstract: Segmentation of brain MRI into white matter, gray matter, cerebrospinal fluid, skull, and other categories is an integral part of MRI analysis. To date, most widely used segmentation approaches require the use of population-based spatial segmentation priors, mostly to improve robustness to...

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Main Authors: Andrej Vovk, Robert W. Cox, Dušan Šuput, Janez Stare, Ziad S. Saad
Format: Article
Language:English
Published: Slovenian Medical Association 2011-06-01
Series:Zdravniški Vestnik
Online Access:http://vestnik.szd.si/index.php/ZdravVest/article/view/155
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spelling doaj-3fe6666569fe4e1993b6fcb2c31b70a72020-11-24T22:49:18ZengSlovenian Medical AssociationZdravniški Vestnik1318-03471581-02242011-06-0180647Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?Andrej VovkRobert W. CoxDušan ŠuputJanez StareZiad S. SaadAbstract: Segmentation of brain MRI into white matter, gray matter, cerebrospinal fluid, skull, and other categories is an integral part of MRI analysis. To date, most widely used segmentation approaches require the use of population-based spatial segmentation priors, mostly to improve robustness to shading artifacts and noise. Prior generation requires a set of segmented volumes from a population similar to the one to be studied, and an alignment approach for aligning brains from multiple subjects.http://vestnik.szd.si/index.php/ZdravVest/article/view/155
collection DOAJ
language English
format Article
sources DOAJ
author Andrej Vovk
Robert W. Cox
Dušan Šuput
Janez Stare
Ziad S. Saad
spellingShingle Andrej Vovk
Robert W. Cox
Dušan Šuput
Janez Stare
Ziad S. Saad
Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?
Zdravniški Vestnik
author_facet Andrej Vovk
Robert W. Cox
Dušan Šuput
Janez Stare
Ziad S. Saad
author_sort Andrej Vovk
title Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?
title_short Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?
title_full Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?
title_fullStr Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?
title_full_unstemmed Use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?
title_sort use of signatures to create probability maps of brain tissues in health and disease – a new diagnostic tool?
publisher Slovenian Medical Association
series Zdravniški Vestnik
issn 1318-0347
1581-0224
publishDate 2011-06-01
description Abstract: Segmentation of brain MRI into white matter, gray matter, cerebrospinal fluid, skull, and other categories is an integral part of MRI analysis. To date, most widely used segmentation approaches require the use of population-based spatial segmentation priors, mostly to improve robustness to shading artifacts and noise. Prior generation requires a set of segmented volumes from a population similar to the one to be studied, and an alignment approach for aligning brains from multiple subjects.
url http://vestnik.szd.si/index.php/ZdravVest/article/view/155
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