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Patch-Based Surface Morphometry Feature Selection with Federated Group Lasso Regression

Collectively, vast quantities of brain imaging data exist across hospitals and research institutions, providing valuable resources to study brain disorders such as Alzheimer’s disease (AD). However, in practice, putting all these distributed datasets into a centralized platform is infeasible due to...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Wu, Jianfeng, Zhang, Jie, Li, Qingyang, Su, Yi, Chen, Kewei, Reiman, Eric M, Wang, Jie, Lepore, Natasha, Ye, Jieping, Thompson, Paul M, Wang, Yalin
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7694696/
https://ncbi.nlm.nih.gov/pubmed/33250550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2575984
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