The performance of Federated Harmony on two scRNA-seq data.

The performance of Federated Harmony on two scRNA-seq data.

<p>For <b>a-c</b>, the upper plot is the iLISI density plot, the lower one is the UMAP. <b>a</b>: iLISI density plot and UMAP before integration; <b>b</b>: iLISI density plot and UMAP after Harmony integration; <b>c</b>: iLISI density plot and UM...

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Bibliographic Details
Main Author:	Ruizhi Yuan (16864629) (author)
Other Authors:	Ziqi Rong (22339789) (author), Haoran Hu (6032510) (author), Tianhao Liu (4678147) (author), Shiyue Tao (11871368) (author), Wei Chen (23863) (author), Lu Tang (655389) (author)
Published:	2025
Subjects:	Microbiology Genetics Biotechnology Infectious Diseases Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> large based data integration approach preserves privacy introduce federated harmony raising privacy federated learning data sources various types security concerns often confounded harmony algorithm downstream analysis distributed multi cell multi
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