A user-guided tool for semi-automated cerebral microbleed detection and volume segmentation: Evaluating vascular injury and data labelling for machine learning

BACKGROUND AND PURPOSE: With extensive research efforts in place to address the clinical relevance of cerebral microbleeds (CMBs), there remains a need for fast and accurate methods to detect and quantify CMB burden. Although some computer-aided detection algorithms have been proposed in the literat...

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Detalles Bibliográficos
Autores principales: Morrison, Melanie A., Payabvash, Seyedmehdi, Chen, Yicheng, Avadiappan, Sivakami, Shah, Mihir, Zou, Xiaowei, Hess, Christopher P., Lupo, Janine M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Regular Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6104340/
https://www.ncbi.nlm.nih.gov/pubmed/30140608
http://dx.doi.org/10.1016/j.nicl.2018.08.002

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