We present a statistical method for file matching, which imputes higher dimensional flow cytometry data from multiple lower dimensional data files.
Flow cytometry is a technology that rapidly measures antigen-based markers associated to cells in a cell population. Although analysis of flow cytometry ...
... analysis, we present a statistical method for file matching, which imputes higher dimensional flow cytometry data from multiple lower dimensional data files.
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The statistical file-matching problem is a data integration scenario where the datasets to be combined share only a strict subset of variables.
Gyemin Lee , William Finn, Clayton Scott: Statistical file matching of flow cytometry data. J. Biomed. Informatics 44(4): 663-676 (2011).
Oct 9, 2023 · Nearly all statistical tests work from the premise of a single sample, which contains some number of individual observations. I think you are ...
Missing: matching | Show results with:matching
Spreadsheets for Flow Cytometry Data Analysis - FCS Express
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Values in Spreadsheet cells may be derived directly from any gate or statistic, keywords, or from all your flow cytometry data files with one drag and drop.
Analysis of clinical flow cytometric immunophenotyping data by clustering on statistical manifolds: treating flow cytometry data as high-dimensional objects.
This thesis concerns the problem of automatic flow cytometry data analysis. Flow cytometry is a technique for rapid cell analysis and widely used in many ...
Matching stain channels to compensation controls is done via a matching csv file (at the path given by matchfile) with columns 'filename' and 'channel'. The ...