AUTOMATIC LABELING OF CORTICAL SULCI USING SPHERICAL CONVOLUTIONAL NEURAL NETWORKS IN A DEVELOPMENTAL COHORT

In this paper, we present the automatic labeling framework for sulci in the human lateral prefrontal cortex (PFC). We adapt an existing spherical U-Net architecture with our recent surface data augmentation technique to improve the sulcal labeling accuracy in a developmental cohort. Specifically, ou...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:Proc IEEE Int Symp Biomed Imaging
Main Authors: Hao, Lingyan, Bao, Shunxing, Tang, Yucheng, Gao, Riqiang, Parvathaneni, Prasanna, Miller, Jacob A., Voorhies, Willa, Yao, Jewelia, Bunge, Silvia A., Weiner, Kevin S., Landman, Bennett A., Lyu, Ilwoo
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7296783/
https://ncbi.nlm.nih.gov/pubmed/32547677
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/isbi45749.2020.9098414
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados