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Analyzing High Dimensional Single Cell Data Using the T-Distributed Stochastic Neighbor Embedding Algorithm
Analyzing High Dimensional Single Cell Data Using the T-Distributed Stochastic Neighbor Embedding Algorithm
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机译:使用T分布随机邻居嵌入算法分析高维单细胞数据
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摘要
A method for mapping, graphing, and analyzing high-dimensional single cell data based on multiple parameters associated with the cell, including defining a point associated with the cell in a n-dimensional space; combining the point with other points associated with other cells to form a data set; representing the points in the data set in the n-dimensional space; projecting the points in the n-dimensional space onto a lower-dimensional map; and analyzing the features of interest in heterogeneous tissues using the lower-dimensional map.
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