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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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Bibliografiske detaljer
Udgivet i: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
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang: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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