32 citations · 32 across the 3 of their papers we have counts for
3 papers
Graphical Models for Zero-Inflated Single Cell Gene Expression
Andrew McDavid, Raphael Gottardo, Noah Simon +1
Bulk gene expression experiments relied on aggregations of thousands of cells to measure the average expression in an organism. Advances in microfluidic and droplet sequencing now…
Data Exploration, Quality Control and Testing in Single-Cell qPCR-Based Gene Expression Experiments
Andrew McDavid, Greg Finak, Pratip K. Chattopadyay +5
Cell populations are never truly homogeneous; individual cells exist in biochemical states that define functional differences between them. New technology based on microfluidic arr…
Mixture Models for Single Cell Assays with Applications to Vaccine Studies
Greg Finak, Andrew McDavid, Pratip Chattopadhyay +4
In immunological studies, the characterization of small, functionally distinct cell subsets from blood and tissue is crucial to decipher system level biological changes. An increas…