Automated detection of cerebral microbleeds on MR images using knowledge distillation framework
Automated detection of cerebral microbleeds on MR images using knowledge distillation framework
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Author / Creator
Sundaresan, Vaanathi , Arthofer, Christoph , Zamboni, Giovanna , Murchison, Andrew G. , Dineen, Robert A. , Rothwell, Peter M. , Auer, Dorothee P. , Wang, Chaoyue , Miller, Karla L. , Tendler, Benjamin C. , Alfaro-Almagro, Fidel , Sotiropoulos, Stamatios N. , Sprigg, Nikola , Griffanti, Ludovica and Jenkinson, Mark
Publisher
Switzerland: Frontiers Research Foundation
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Language
English
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Publisher
Switzerland: Frontiers Research Foundation
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Contents
Cerebral microbleeds (CMBs) are associated with white matter damage, and various neurodegenerative and cerebrovascular diseases. CMBs occur as small, circular hypointense lesions on T2*-weighted gradient recalled echo (GRE) and susceptibility-weighted imaging (SWI) images, and hyperintense on quantitative susceptibility mapping (QSM) images due to...
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Full title
Automated detection of cerebral microbleeds on MR images using knowledge distillation framework
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TN_cdi_doaj_primary_oai_doaj_org_article_ee9b9d7ea4384217946165ef86d8997d
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ee9b9d7ea4384217946165ef86d8997d
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ISSN
1662-5196
E-ISSN
1662-5196
DOI
10.3389/fninf.2023.1204186