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Generative Model of Brain Microbleeds for MRI Detection of Vascular Marker of Neurodegenerative Diseases

Cerebral microbleeds (CMB) are increasingly present with aging and can reveal vascular pathologies associated with neurodegeneration. Deep learning-based classifiers can detect and quantify CMB from MRI, such as susceptibility imaging, but are challenging to train because of the limited availability...

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Detalles Bibliográficos
Autores principales: Momeni, Saba, Fazlollahi, Amir, Lebrat, Leo, Yates, Paul, Rowe, Christopher, Gao, Yongsheng, Liew, Alan Wee-Chung, Salvado, Olivier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8716785/
https://www.ncbi.nlm.nih.gov/pubmed/34975381
http://dx.doi.org/10.3389/fnins.2021.778767