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.

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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