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Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks

Previous studies have indicated that white matter hyperintensities (WMH), the main radiological feature of small vessel disease, may evolve (i.e., shrink, grow) or stay stable over a period of time. Predicting these changes are challenging because it involves some unknown clinical risk factors that...

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Detalles Bibliográficos
Autores principales: Rachmadi, Muhammad Febrian, Valdés-Hernández, Maria del C., Makin, Stephen, Wardlaw, Joanna, Komura, Taku
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7294240/
https://www.ncbi.nlm.nih.gov/pubmed/32428823
http://dx.doi.org/10.1016/j.media.2020.101712