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Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning

Cerebral microbleeds (CMBs) appear as small, circular, well defined hypointense lesions of a few mm in size on T2(*)-weighted gradient recalled echo (T2(*)-GRE) images and appear enhanced on susceptibility weighted images (SWI). Due to their small size, contrast variations and other mimics (e.g., bl...

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Detalles Bibliográficos
Autores principales: Sundaresan, Vaanathi, Arthofer, Christoph, Zamboni, Giovanna, Dineen, Robert A., Rothwell, Peter M., Sotiropoulos, Stamatios N., Auer, Dorothee P., Tozer, Daniel J., Markus, Hugh S., Miller, Karla L., Dragonu, Iulius, Sprigg, Nikola, Alfaro-Almagro, Fidel, Jenkinson, Mark, Griffanti, Ludovica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8811357/
https://www.ncbi.nlm.nih.gov/pubmed/35126079
http://dx.doi.org/10.3389/fninf.2021.777828