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    • 9. 发明申请
    • Method and apparatus for enhanced estimation of an analyte property through multiple region transformation
    • 用于通过多区域变换增强对分析物特性的估计的方法和装置
    • US20050149300A1
    • 2005-07-07
    • US10976530
    • 2004-10-29
    • Timothy RuchtiAlexander LorenzKevin Hazen
    • Timothy RuchtiAlexander LorenzKevin Hazen
    • A61B5/00G01N21/35G06F17/10
    • A61B5/1455A61B5/14532A61B5/1495A61B2560/0223G01N21/359
    • The invention provides for transformation of a section of a data block independently of the transformation of separate or overlapping data blocks to determine a property related to the original matrix, where each of the separate or overlapping data blocks are derived from an original data matrix. The transformation enhances parameters of a first data block over a given region of an axis of the data matrix, such as signal-to-noise, without affecting analysis of a second data block derived from the data matrix. This allows for enhancement of analysis of an analyte property, such as concentration, represented within the original data matrix. In a first embodiment of the invention, a separate decomposition and factor selection for each selected data matrix is performed with subsequent score matrix concatenization. The combined score matrix is used to generate a model that is subsequently used to estimate a property, such as concentration represented in the original data matrix. In a second embodiment, each data matrix is independently preprocessed. Demonstration of the invention is performed through glucose concentration estimation from noninvasive spectra of the body.
    • 本发明提供了数据块的一部分的变换,独立于单独或重叠的数据块的变换,以确定与原始矩阵相关的属性,其中分离的或重叠的数据块中的每一个从原始数据矩阵导出。 该变换增强了数据矩阵的轴的给定区域(例如信号到噪声)上的第一数据块的参数,而不影响从数据矩阵导出的第二数据块的分析。 这允许增强在原始数据矩阵内表示的分析物质(例如浓度)的分析。 在本发明的第一实施例中,对于每个选择的数据矩阵进行单独的分解和因子选择,随后的得分矩阵连接。 组合得分矩阵用于生成随后用于估计属性的模型,例如在原始数据矩阵中表示的浓度。 在第二实施例中,每个数据矩阵是独立预处理的。 本发明的演示通过来自身体的非侵入性光谱的葡萄糖浓度估计来进行。
    • 10. 发明申请
    • Method of adapting in-vitro models to aid in noninvasive glucose determination
    • 适应体外模型以帮助非侵入性葡萄糖测定的方法
    • US20050119541A1
    • 2005-06-02
    • US10978116
    • 2004-10-29
    • Alexander LorenzTimothy Ruchti
    • Alexander LorenzTimothy Ruchti
    • A61B5/00A61B13/00G01N21/27G01N21/35
    • A61B5/1455A61B5/14532A61B2560/0233G01N21/278G01N21/359
    • The invention relates to a noninvasive analyzer and a method of using information determined at least in part from in-vitro spectra of tissue phantoms or analyte solutions to aid in the development of a noninvasive glucose concentration analyzer and/or in the analysis of noninvasive spectra resulting in glucose concentration estimations in the body. The preferred apparatus is a spectrometer that includes a base module and a sample module that is semi-continuously in contact with a human subject and that collects spectral measurements which are used to determine a biological parameter in the sampled tissue, such as glucose concentration. Collection of in-vitro samples is, optionally, performed on a separate instrument from the production model allowing the measurement technology to be developed on a research grade instrument and used or transferred to a target product platform or production analyzer for noninvasive glucose concentration estimation.
    • 本发明涉及非侵入性分析仪和使用至少部分地从组织模型或分析物溶液的体外光谱确定的信息的方法,以帮助非侵入性葡萄糖浓度分析仪的开发和/或在非侵入性光谱的分析中产生 在体内的葡萄糖浓度估计。 优选的装置是一种光谱仪,其包括基本模块和与人类受试者半连续接触的样本模块,并收集用于确定采样组织中的生物学参数(如葡萄糖浓度)的光谱测量。 体外样品的收集可选地在与生产模型分离的仪器上进行,允许在研究级仪器上开发测量技术,并将其用于或转移到用于非侵入性葡萄糖浓度估计的目标产物平台或生产分析仪。