Contact and support
Need help, have a question, or want to contact the ResearchHub team?
© 2026 ResearchHub. Built for responsible scholarly connection.
Privacy-aware community infrastructureResearch graph
References from A Metacell Model of Single Cell RNA-seq Counts Yields a Gaussian Mixture Model in PCA Space. Local targets link to admitted publications; unresolved targets remain external evidence.
Comparison of transformations for single-cell rna-seq data
10.1038/s41592-023-01814-1 · 2023 · External reference
10.1017/cbo9780511801334
10.1017/cbo9780511801334 · External reference
A random matrix theory approach to denoise single-cell data
10.1016/j.patter.2020.100035 · 2020 · External reference
10.1214/009117905000000233
10.1214/009117905000000233 · External reference
Eigenvalues of large sample covariance matrices of spiked population models
10.1016/j.jmva.2005.08.003 · 2006 · External reference
10.1186/s13059-019-1812-2
10.1186/s13059-019-1812-2 · External reference
10.1038/nbt.4314
10.1038/nbt.4314 · External reference
10.1186/s13059-022-02667-1
10.1186/s13059-022-02667-1 · External reference
Spectral analysis of the gram matrix of mixture models
10.1051/ps/2016007 · 2016 · External reference
10.1016/j.aim.2011.02.007
10.1016/j.aim.2011.02.007 · External reference
The singular values and vectors of low rank perturbations of large rectangular random matrices
10.1016/j.jmva.2012.04.019 · 2012 · External reference
10.1101/2024.02.04.578815
10.1101/2024.02.04.578815 · External reference
10.1186/s12859-022-04861-1
10.1186/s12859-022-04861-1 · External reference
Transfer learning in high-dimensional clustering: Minimax thresholds and applications in single-cell data
2026 · External reference
Random matrix theory-guided sparse pca for single-cell rna-seq data
2025 · External reference
10.1186/s13059-022-02601-5
10.1186/s13059-022-02601-5 · External reference
MIXANDMIX: numerical techniques for the computation of empirical spectral distributions of population mixtures
10.1016/j.csda.2019.06.011 · 2020 · External reference
Analysis of the limiting spectral measure of large random matrices of the separable covariance type
10.1142/s2010326314500166 · 2014 · External reference
10.1038/s41587-021-01206-w
10.1038/s41587-021-01206-w · External reference
Validation of noise models for single-cell transcriptomics
10.1038/nmeth.2930 · 2014 · External reference
10.1186/s13059-019-1727-y
10.1186/s13059-019-1727-y · External reference
10.1016/j.cell.2021.04.048
10.1016/j.cell.2021.04.048 · External reference
10.64898/2026.06.17.732980
10.64898/2026.06.17.732980 · External reference
10.1214/aos/1009210543
10.1214/aos/1009210543 · External reference
10.1109/jproc.2018.2846730
10.1109/jproc.2018.2846730 · External reference
Unresolved reference
External reference
10.1002/ctm2.694
10.1002/ctm2.694 · External reference
10.1038/s41587-023-01663-5
10.1038/s41587-023-01663-5 · External reference
10.1038/s41467-024-47884-3
10.1038/s41467-024-47884-3 · External reference
10.1038/s41576-018-0088-9
10.1038/s41576-018-0088-9 · External reference
Fast, sensitive and accurate integration of single-cell data with harmony
10.1038/s41592-019-0619-0 · 2019 · External reference
10.1093/imaiai/iaae036
10.1093/imaiai/iaae036 · External reference
10.1137/21m1456807
10.1137/21m1456807 · External reference
10.1016/j.cell.2024.09.047
10.1016/j.cell.2024.09.047 · External reference
10.1186/s13059-020-02238-2
10.1186/s13059-020-02238-2 · External reference
10.1016/j.cell.2015.05.047
10.1016/j.cell.2015.05.047 · External reference
10.1007/s11538-024-01376-z
10.1007/s11538-024-01376-z · External reference
10.1038/s41586-020-2797-4
10.1038/s41586-020-2797-4 · External reference
10.1038/s41467-025-63626-5
10.1038/s41467-025-63626-5 · External reference
Deep generative modeling for single-cell transcriptomics
10.1038/s41592-018-0229-2 · 2018 · External reference
Unresolved reference
External reference
10.15252/msb.20188746
10.15252/msb.20188746 · External reference
10.1186/s13059-016-0947-7
10.1186/s13059-016-0947-7 · External reference
10.1070/sm1967v001n04abeh001994
10.1070/sm1967v001n04abeh001994 · External reference
10.1186/s13059-021-02590-x
10.1186/s13059-021-02590-x · External reference
10.1073/pnas.1913931118
10.1073/pnas.1913931118 · External reference
10.1126/science.aay3224
10.1126/science.aay3224 · External reference
Unresolved reference
2007 · External reference
10.1038/s41587-023-01716-9
10.1038/s41587-023-01716-9 · External reference
10.1038/s41588-024-01688-9
10.1038/s41588-024-01688-9 · External reference
10.1126/science.aba6500
10.1126/science.aba6500 · External reference
10.1038/s41467-017-02554-5
10.1038/s41467-017-02554-5 · External reference
10.1038/s41587-023-01772-1
10.1038/s41587-023-01772-1 · External reference
10.1101/2025.02.03.636129
10.1101/2025.02.03.636129 · External reference
10.1016/j.cell.2019.05.031
10.1016/j.cell.2019.05.031 · External reference
10.1038/s41587-019-0379-5
10.1038/s41587-019-0379-5 · External reference
10.1038/nprot.2017.149
10.1038/nprot.2017.149 · External reference
10.1038/nature21350
10.1038/nature21350 · External reference
10.1186/s13059-019-1727-y
10.1186/s13059-019-1727-y · External reference
Large system analysis of linear precoding in correlated miso broadcast channels under limited feedback
10.1109/tit.2012.2191700 · 2012 · External reference
10.1186/s13059-017-1382-0
10.1186/s13059-017-1382-0 · External reference
10.1038/s41590-024-01782-4
10.1038/s41590-024-01782-4 · External reference
10.1038/s41467-019-10500-w
10.1038/s41467-019-10500-w · External reference
Unresolved reference
External reference
