MARS: discovering novel cell types across heterogeneous single-cell experiments

M Brbić, M Zitnik, S Wang, AO Pisco, RB Altman… - Nature …, 2020 - nature.com
Although tremendous effort has been put into cell-type annotation, identification of
previously uncharacterized cell types in heterogeneous single-cell RNA-seq data remains a …

MARS: discovering novel cell types across heterogeneous single-cell experiments.

M Brbić, M Zitnik, S Wang, AO Pisco, RB Altman… - Nature …, 2020 - europepmc.org
Although tremendous effort has been put into cell-type annotation, identification of
previously uncharacterized cell types in heterogeneous single-cell RNA-seq data remains a …

MARS: discovering novel cell types across heterogeneous single-cell experiments

M Brbić, M Zitnik, S Wang, AO Pisco… - Nature …, 2020 - pubmed.ncbi.nlm.nih.gov
Although tremendous effort has been put into cell-type annotation, identification of
previously uncharacterized cell types in heterogeneous single-cell RNA-seq data remains a …

MARS: discovering novel cell types across heterogeneous single-cell experiments

M Brbić, M Zitnik, S Wang, AO Pisco, RB Altman… - Nature Methods, 2020 - par.nsf.gov
Results Meta-learning in MARS. MARS takes as input single-cell gene expression profiles
from heterogeneous or time-varying experiments, such as different tissues or stages of …

MARS: discovering novel cell types across heterogeneous single-cell experiments

M Brbic, M Zitnik, S Wang, AO Pisco, RB Altman… - Nature …, 2020 - go.gale.com
Although tremendous effort has been put into cell-type annotation, identification of
previously uncharacterized cell types in heterogeneous single-cell RNA-seq data remains a …

MARS: discovering novel cell types across heterogeneous single-cell experiments

M Brbi, M Zitnik, S Wang, AO Pisco, RB Altman… - paper.sciencenet.cn
Although tremendous effort has been put into cell-type annotation, identification of
previously uncharacterized cell types in heterogeneous single-cell RNA-seq data remains a …