Automated detection of cerebral microbleeds on MR images using knowledge distillation framework

IntroductionCerebral 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 hyperinten...

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Bibliografische gegevens

Hoofdauteurs:	Vaanathi Sundaresan, Christoph Arthofer, Giovanna Zamboni, Andrew G. Murchison, Robert A. Dineen, Peter M. Rothwell, Dorothee P. Auer, Chaoyue Wang, Karla L. Miller, Benjamin C. Tendler, Fidel Alfaro-Almagro, Stamatios N. Sotiropoulos, Nikola Sprigg, Ludovica Griffanti, Mark Jenkinson
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	Frontiers Media S.A. 2023-07-01
Reeks:	Frontiers in Neuroinformatics
Onderwerpen:	deep learning knowledge distillation detection susceptibility-weighted image (SWI) quantitative susceptibility mapping (QSM) magnetic resonance imaging
Online toegang:	https://www.frontiersin.org/articles/10.3389/fninf.2023.1204186/full
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