发明名称 |
Method and apparatus for clustering and visualization of multicolor cytometry data |
摘要 |
A computer implemented method is provided for clustering and visualization of an n-dimensional space in a Euclidean space. The method includes: collecting a plurality of multi-dimensional data sets; estimating a probability density function from each data set; approximating a dissimilarity between every pair of said probability density functions and recording every dissimilarity in a dissimilarity matrix; embedding the dissimilarity matrix into a Euclidean space having a dimensionality of three or less using a multi-dimensional scaling method; and graphically displaying relationships between data sets using data in the Euclidean space on a display of a computing device.
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申请公布号 |
US7853432(B2) |
申请公布日期 |
2010.12.14 |
申请号 |
US20080243448 |
申请日期 |
2008.10.01 |
申请人 |
THE REGENTS OF THE UNIVERSITY OF MICHIGAN |
发明人 |
HERO, III ALFRED;CARTER KEVIN;RAICH RAVIV;FINN WILLIAM |
分类号 |
G01N33/48;G06F17/18;G06F19/00 |
主分类号 |
G01N33/48 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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