Online single-cell data integration through projecting heterogeneous datasets into a common cell-embedding space

HIGHLIGHTS

• who: Lei Xiong from the (UNIVERSITY) have published the article: Online single-cell data integration through projecting heterogeneous datasets into a common cell-embedding space, in the Journal: (JOURNAL) of 18/Oct/2021
• what: The DSBN layer combines multiple batch-specific Batch Normalization layers to capture the batch-specific information; this approach has been demonstrated as effective for domain adaption, as it provides a weak alignment across different domains.
• how: The authors examined multiple well-curated scRNA-seq datasets including human pancreas (eight batches of five studies)34-38 heart (two batches of . . .
  

   

  

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