A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease

Brain vessel status is a promising biomarker for better prevention and treatment in cerebrovascular disease. However, classic rule-based vessel segmentation algorithms need to be hand-crafted and are insufficiently validated. A specialized deep learning method—the U-net—is a promising alternative. U...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Livne, Michelle, Rieger, Jana, Aydin, Orhun Utku, Taha, Abdel Aziz, Akay, Ela Marie, Kossen, Tabea, Sobesky, Jan, Kelleher, John D., Hildebrand, Kristian, Frey, Dietmar, Madai, Vince I.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6403177/
https://ncbi.nlm.nih.gov/pubmed/30872986
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.00097
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