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

INTRODUCTION: 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 hyperint...

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Detalles Bibliográficos
Autores principales: 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, Jenkinson, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363739/
https://www.ncbi.nlm.nih.gov/pubmed/37492242
http://dx.doi.org/10.3389/fninf.2023.1204186