Bayesian Hierarchical Models for Protein Networks in Single-Cell Mass Cytometry

We propose a class of hierarchical models to investigate the protein functional network of cellular markers. We consider a novel data set from single-cell proteomics. The data are generated from single-cell mass cytometry experiments, in which protein expression is measured within an individual cell...

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Bibliographic Details
Main Authors: Riten Mitra, Peter Müller, Peng Qiu, Yuan Ji
Format: Article
Language:English
Published: SAGE Publishing 2014-01-01
Series:Cancer Informatics
Online Access:https://doi.org/10.4137/CIN.S13984