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Convolutional Neural Net Learning Can Achieve Production-Level Brain Segmentation in Structural Magnetic Resonance Imaging

Deep learning implementations using convolutional neural nets have recently demonstrated promise in many areas of medical imaging. In this article we lay out the methods by which we have achieved consistently high quality, high throughput computation of intra-cranial segmentation from whole head mag...

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Publicat a:Front Neurosci
Autors principals: Fletcher, Evan, DeCarli, Charles, Fan, Audrey P., Knaack, Alexander
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2021
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8255694/
https://ncbi.nlm.nih.gov/pubmed/34234642
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2021.683426
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