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...

Cijeli opis

Bibliografski detalji

Glavni autori:	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
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2023-07-01
Serija:	Frontiers in Neuroinformatics
Teme:	deep learning knowledge distillation detection susceptibility-weighted image (SWI) quantitative susceptibility mapping (QSM) magnetic resonance imaging
Online pristup:	https://www.frontiersin.org/articles/10.3389/fninf.2023.1204186/full
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!