A graphical user interface that facilitates the dimensional reduction method based on the tdistributed stochastic neighbor embedding (tSNE) algorithm, for categorical analysis of mass cytometry data. With OneSENSE, measured parameters are grouped into predefined categories, and cells are projected onto a space composed of one dimension for each category. Each dimension is informative and can be annotated through the use of heatplots aligned in parallel to each axis, allowing for simultaneous visualization of two catergories across a twodimensional plot. The cellular occupancy of the resulting plots alllows for direct assessment of the relationships between the categories.
Package details 


Author  Cheng Yang, Evan Newell, Yong Kee Tan 
Bioconductor views  DimensionReduction FlowCytometry GUI ImmunoOncology Software 
Maintainer  Yong Kee Tan <yongkee.t@gmail.com> 
License  GPL (>=3) 
Version  1.12.0 
Package repository  View on Bioconductor 
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