BriefGPT.xyz
Aug, 2023
基于多角度特征丰富的无源协同领域适应用于功能磁共振成像分析
Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis
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Yuqi Fang, Jinjian Wu, Qianqian Wang, Shijun Qiu, Andrea Bozoki...
TL;DR
设计了一种无需源数据的协作域适应框架,应用于静息态功能磁共振成像(rs-fMRI)分析中,以减少多中心研究中的数据异质性,并成功在不同扫描仪和研究任务中进行预测。
Abstract
resting-state functional mri
(rs-fMRI) is increasingly employed in multi-site research to aid neurological disorder analysis. Existing studies usually suffer from significant
cross-site/domain data heterogeneity
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