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METHOD FOR DETERMINING LIPOPROTEIN COMPONENTS IN A LIPOPROTEIN MIXTURE TO BE ANALYZED AND DATA PROCESSING SYSTEM

机译:确定待分析脂蛋白混合物中脂蛋白成分的方法和数据处理系统

摘要

A method for determining lipoprotein components in a lipoprotein mixture to be analyzed comprises the following steps: A) Recording N1 measuring spectra of the lipoprotein mixture to be analyzed for N different measuring conditions, wherein each of the N measuring spectra has M measuring points, B) providing a mixing matrix W having N times L randomly selected, non-negative mixing parameters, a source spectra matrix H having L source spectra, each with M randomly selected, non-negative source spectra points and a measuring spectra matrix X, which is formed by the N measuring spectra, C) modifying the M source spectra points of the L source spectra by approximation of the matrix product of the mixing matrix W and the source spectra matrix H to the measuring spectra matrix X using non-negative matrix factorization under the boundary condition that the L source spectra are sparingly coded, and D) associating the L source spectra obtained from step C by the modification with known spectra of lipoprotein components.
机译:一种用于确定待分析脂蛋白混合物中脂蛋白成分的方法,包括以下步骤:A)在N种不同测量条件下记录待分析脂蛋白混合物的N> 1个测量光谱,其中N个测量光谱中的每一个具有M个测量点,B)提供具有N倍L个随机选择的非负混合参数的混合矩阵W,具有L个源光谱的源光谱矩阵H(每个均具有M个随机选择的非负源光谱点)和测量光谱矩阵X,它由N个测量光谱组成,C)通过使用非负矩阵将混合矩阵W和源光谱矩阵H的矩阵乘积近似为测量光谱矩阵X来修改L个源光谱的M个源光谱点在对L源光谱进行少量编码的边界条件下进行因式分解,并且D)将通过修改从步骤C获得的L源光谱与已知光谱相关联脂蛋白成分。

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