High resolution automated labeling of the hippocampus and amygdala using a 3D convolutional neural network trained on whole brain 700 μm isotropic 7T MP2RAGE MRI

Image labeling using convolutional neural networks (CNNs) are a template‐free alternative to traditional morphometric techniques. We trained a 3D deep CNN to label the hippocampus and amygdala on whole brain 700 μm isotropic 3D MP2RAGE MRI acquired at 7T. Manual labels of the hippocampus and amygdal...

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Vydáno v:Hum Brain Mapp
Hlavní autoři: Pardoe, Heath R., Antony, Arun Raj, Hetherington, Hoby, Bagić, Anto I., Shepherd, Timothy M., Friedman, Daniel, Devinsky, Orrin, Pan, Jullie
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley & Sons, Inc. 2021
Témata:
Research Articles
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8046047/
https://ncbi.nlm.nih.gov/pubmed/33491831
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.25348
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