Recent Advances in Computer-Assisted Algorithms for Cell Subtype Identification of Cytometry Data
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چکیده
منابع مشابه
Statistical mixture modeling for cell subtype identification in flow cytometry.
Statistical mixture modeling provides an opportunity for automated identification and resolution of cell subtypes in flow cytometric data. The configuration of cells as represented by multiple markers simultaneously can be modeled arbitrarily well as a mixture of Gaussian distributions in the dimension of the number of markers. Cellular subtypes may be related to one or multiple components of s...
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ژورنال
عنوان ژورنال: Frontiers in Cell and Developmental Biology
سال: 2020
ISSN: 2296-634X
DOI: 10.3389/fcell.2020.00234