SegAE: Unsupervised white matter lesion segmentation from brain MRIs using a CNN autoencoder

White matter hyperintensities (WMHs) of presumed vascular origin are frequently observed in magnetic resonance images (MRIs) of the elderly. Detection and quantification of WMHs is important to help doctors make diagnoses and evaluate prognosis of their elderly patients, and once quantified, these c...

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Detalles Bibliográficos
Autores principales: Atlason, Hans E., Love, Askell, Sigurdsson, Sigurdur, Gudnason, Vilmundur, Ellingsen, Lotta M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Regular Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861597/
https://www.ncbi.nlm.nih.gov/pubmed/31835288
http://dx.doi.org/10.1016/j.nicl.2019.102085

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861597/
https://www.ncbi.nlm.nih.gov/pubmed/31835288
http://dx.doi.org/10.1016/j.nicl.2019.102085

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