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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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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Fletcher, Evan, DeCarli, Charles, Fan, Audrey P., Knaack, Alexander
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha: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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