Cortical Surface Parcellation using Spherical Convolutional Neural Networks

We present cortical surface parcellation using spherical deep convolutional neural networks. Traditional multi-atlas cortical surface parcellation requires inter-subject surface registration using geometric features with slow processing speed on a single subject (2–3 hours). Moreover, even optimal s...

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Pubblicato in:Med Image Comput Comput Assist Interv
Autori principali: Parvathaneni, Prasanna, Bao, Shunxing, Nath, Vishwesh, Woodward, Neil D., Claassen, Daniel O., Cascio, Carissa J., Zald, David H., Huo, Yuankai, Landman, Bennett A., Lyu, Ilwoo
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6892466/
https://ncbi.nlm.nih.gov/pubmed/31803864
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32248-9_56
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