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Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results

Deep learning models have shown their advantage in many different tasks, including neuroimage analysis. However, to effectively train a high-quality deep learning model, the aggregation of a significant amount of patient information is required. The time and cost for acquisition and annotation in as...

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Bibliografski detalji
Izdano u:Med Image Anal
Glavni autori: Li, Xiaoxiao, Gu, Yufeng, Dvornek, Nicha, Staib, Lawrence H., Ventola, Pamela, Duncan, James S.
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7569477/
https://ncbi.nlm.nih.gov/pubmed/32679533
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101765
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