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Yuzhe Li
Researcher at Tsinghua University
Publications - 2
Citations - 8
Yuzhe Li is an academic researcher from Tsinghua University. The author has contributed to research in topics: Computer science & Data integration. The author has an hindex of 1, co-authored 2 publications receiving 1 citations. Previous affiliations of Yuzhe Li include Peking University.
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Construction of continuously expandable single-cell atlases through integration of heterogeneous datasets in a generalized cell-embedding space
TL;DR: SCALEX is developed, a deep generative framework that maps cells into a generalized, batch-invariant cell-embedding space and outperforms competing methods, especially for datasets with partial overlaps, accurately aligning similar cell populations whileaining true biological differences.
Posted ContentDOI
Online single-cell data integration through projecting heterogeneous datasets into a common cell-embedding space
TL;DR: SCALEX as mentioned in this paper integrates single-cell data by projecting cells into a batch-invariant, common cell-embedding space in a truly online manner, which substantially outperforms online iNMF and other state-of-the-art non-online integration methods on benchmark singlecell datasets of diverse modalities.