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.
申请公布号
WO2009046185(A3)
申请公布日期
2009.07.23
申请号
WO2008US78567
申请日期
2008.10.02
申请人
THE REGENTS OF THE UNIVERSITY OF MICHIGAN;HERO, ALFRED;CARTER, KEVIN;RAICH, RAVIV;FINN, WILLIAM
发明人
HERO, ALFRED;CARTER, KEVIN;RAICH, RAVIV;FINN, WILLIAM