The iNMF algorithm efficiently integrates large-scale, continually arriving single-cell multi-omic datasets.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Rent or buy this article
Prices vary by article type
from$1.95
to$39.95
Prices may be subject to local taxes which are calculated during checkout
Research paper
Gao, C. et al. Iterative single-cell multi-omic integration using online learning. Nat. Biotechnol. https://doi.org/10.1038/s41587-021-00867-x (2021).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Tang, L. Integration of massive single-cell datasets. Nat Methods 18, 595 (2021). https://doi.org/10.1038/s41592-021-01190-8
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41592-021-01190-8