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    • 5. 发明申请
    • RAMAN DIFFERENCE SPECTRA BASED DISEASE CLASSIFICATION
    • 拉曼差异谱分类疾病分类
    • WO2009021178A1
    • 2009-02-12
    • PCT/US2008/072617
    • 2008-08-08
    • CHEMIMAGE CORPORATIONMAIER, JohnCOHEN, JeffreySTEWART, Shona
    • MAIER, JohnCOHEN, JeffreySTEWART, Shona
    • C12Q1/00
    • G06K9/00127
    • A method to diagnosis disease states of unknown samples is provided wherein a test Raman date set for unknown samples is generated A reference Raman database is also provided where the database contains a plurality of reference Raman data sets and a plurality of reference Raman difference data sets The reference Raman difference data set is generated by determining a difference between a first reference Raman data set and a second reference Raman data set First and second reference Raman data sets are associated with first and second known samples and associated with one or more of first and second known disease states and first and second known clinical outcomes A diagnosis is provided of whether the unknown sample has first or second disease states by comparing the test Raman data set to said plurality of reference Raman difference data sets in the reference Raman database using a chemometπc technique
    • 提供了一种用于诊断未知样品的疾病状态的方法,其中生成针对未知样品的测试拉曼日期。还提供了参考拉曼数据库,其中数据库包含多个参考拉曼数据集和多个参考拉曼差异数据集 通过确定第一参考拉曼数据集和第二参考拉曼数据集之间的差异来生成参考拉曼差异数据集。第一和第二参考拉曼数据集与第一和第二已知样本相关联,并与第一和第二参考拉曼数据集中的一个或多个相关联 已知疾病状态和第一和第二已知临床结果通过使用化学计量技术将参考拉曼数据库中的测试拉曼数据集与所述多个参考拉曼差异数据集进行比较来提供未知样本是否具有第一或第二疾病状态的诊断
    • 6. 发明申请
    • DIGITIZING BIOLOGY
    • DIGITIZING生物学
    • WO2007011571A2
    • 2007-01-25
    • PCT/US2006/026777
    • 2006-07-11
    • CHEMIMAGE CORPORATIONMAIER, John, S.TREADO, Patrick, J.COHEN, JeffreyNEISS, Jason
    • MAIER, John, S.TREADO, Patrick, J.COHEN, JeffreyNEISS, Jason
    • G06F19/00A61B5/00
    • G01N21/65
    • A method and apparatus for determining the progress of a disease. A pre-determined vector space is determined where the vector space mathematically describes a reference set of wavelength resolved data at a plurality of time intervals. A sample containing at least one cell is irradiated with light. Target data is collected where the target data corresponds to at least one of light emitted from or scattered by the sample and includes a plurality of spatially accurate wavelength resolved measurements of light. The target data is transformed into the pre-determined vector space for each spatially accurate wavelength resolved measurement of light. A distribution of transformed points is analyzed in the plurality of pre-determined vector space. Based on the analysis, a transition of a disease condition of the sample is classified.
    • 用于确定疾病进展的方法和装置。 确定矢量空间,其中矢量空间以多个时间间隔数学地描述波长分辨数据的参考集合。 用光照射含有至少一个电池的样品。 收集目标数据,其中目标数据对应于由样本发射或散射的光中的至少一种,并且包括多个空间上精确的波长分辨的光测量。 每个空间精确的波长分辨光测量,将目标数据转换成预定向量空间。 在多个预定向量空间中分析变换点的分布。 根据分析,对样本的疾病状况进行分类。