Single-cell modeling

1 papers with code • 0 benchmarks • 0 datasets

Single Cell RNA sequencing (scRNAseq) revolutionized our understanding of the fundamental of life sciences. The technology enables an unprecedented resolution to study heterogeneity in cell populations and their functionalities.


Greatest papers with code

SISUA: Semi-Supervised Generative Autoencoder for Single Cell Data

trungnt13/sisua ICML Workshop on Computational Biology 2019 2019

In this study, we propose models based on the Bayesian generative approach, where protein quantification available as CITE-seq counts from the same cells are used to constrain the learning process, thus forming a semi-supervised model.

Single-cell modeling