RAPID METHOD OF PATTERN RECOGNITION, MACHINE LEARNING, AND AUTOMATED GENOTYPE CLASSIFICATION THROUGH CORRELATION ANALYSIS OF DYNAMIC SIGNALS
    3.
    发明申请
    RAPID METHOD OF PATTERN RECOGNITION, MACHINE LEARNING, AND AUTOMATED GENOTYPE CLASSIFICATION THROUGH CORRELATION ANALYSIS OF DYNAMIC SIGNALS 审中-公开
    通过动态信号的相关分析,模式识别,机器学习和自动基因分类的快速方法

    公开(公告)号:US20140039802A1

    公开(公告)日:2014-02-06

    申请号:US13855329

    申请日:2013-04-02

    Inventor: Sami Kanderian

    Abstract: The present invention relates to methods and systems for the analysis of the dissociation behavior of nucleic acids and the identification of determining whether a genotype is present in a biological sample. The present invention includes methods and systems for determining whether a genotype is present in a biological sample, through generating a dynamic profile an unknown genotype, correlating the dynamic profile to an average profile for a known genotype to generate a correlation value, and determining whether the correlation value falls within an acceptable threshold to determine if the unknown genotype is the known genotype. The present invention also relates to methods and systems for generating a training set to allow a machine to recognize a known genotype from within a class of known genotypes through generating dynamic profiles of a known genotype, averaging the dynamic profiles to generate an average profile for the genotype, and correlating the dynamic profiles of the genotype with an average profile for each known genotype in a class of genotypes to generate a correlation vector. The training set generated by these methods and systems may be used to assist in identification of unknown genotypes.

    Abstract translation: 本发明涉及用于分析核酸解离行为的方法和系统以及确定基因型是否存在于生物样品中的鉴定。 本发明包括用于通过生成未知基因型的动态分布来确定生物样品中是否存在基因型的方法和系统,将动态分布与已知基因型的平均分布相关联以产生相关值,以及确定是否 相关值落在可接受的阈值内,以确定未知的基因型是否是已知的基因型。 本发明还涉及用于生成训练集的方法和系统,以允许机器通过生成已知基因型的动态分布来识别来自一类已知基因型的已知基因型,对动态特征进行平均以生成平均轮廓 基因型,并将基因型的动态特征与一类基因型中的每种已知基因型的平均轮廓相关联以产生相关性载体。 由这些方法和系统产生的训练集可用于帮助识别未知的基因型。

    SYSTEM AND METHOD FOR GENOTYPE ANALYSIS AND ENHANCED MONTE CARLO SIMULATION METHOD TO ESTIMATE MISCLASSIFICATION RATE IN AUTOMATED GENOTYPING
    4.
    发明申请
    SYSTEM AND METHOD FOR GENOTYPE ANALYSIS AND ENHANCED MONTE CARLO SIMULATION METHOD TO ESTIMATE MISCLASSIFICATION RATE IN AUTOMATED GENOTYPING 审中-公开
    用于基因分析和加强蒙特卡罗模拟方法的系统和方法,用于估计自动基因组中的错误率

    公开(公告)号:US20140107937A1

    公开(公告)日:2014-04-17

    申请号:US13937522

    申请日:2013-07-09

    Inventor: Sami Kanderian

    Abstract: The present invention relates to methods and systems for the analysis of the dissociation behavior of nucleic acids. The present invention includes methods and systems for analyzing dynamic profiles of genotypes of nucleic acids, including the steps of using a computer, including a processor and a memory, to convert dynamic profiles of known genotypes of a nucleic acid to multi-dimensional data points, wherein the dynamic profiles each comprise measurements of a signal representing a physical change of a nucleic acid containing the known genotype relative to an independent variable; using the computer to reduce the multi-dimensional data points into reduced-dimensional data points; and generating a plot of the reduced-dimensional data points for each genotype. The present invention also relates to methods and systems for calculating error statistics for an assay for identifying a genotype in a biological sample using an enhanced Monte Carlo simulation method to generate a set of N random data points for each known genotype within a class of known genotypes, where each set of N random data points has the same mean data point and covariance matrix as a data set for each of the known genotypes.

    Abstract translation: 本发明涉及用于分析核酸解离行为的方法和系统。 本发明包括用于分析核酸基因型的动态谱的方法和系统,包括使用包括处理器和存储器的计算机将核酸的已知基因型的动态谱转化为多维数据点的步骤, 其中所述动态分布图包括相对于独立变量表示含有已知基因型的核酸的物理变化的信号的测量值; 使用计算机将多维数据点减少为维数据点; 并且生成针对每个基因型的缩小维数据点的图。 本发明还涉及用于使用增强型蒙特卡罗模拟方法来计算生物样品中基因型的测定的误差统计的方法和系统,以生成一组已知基因型内的每个已知基因型的一组N个随机数据点 ,其中每组N个随机数据点具有与每个已知基因型的数据集相同的平均数据点和协方差矩阵。

    High-resolution melting analysis
    6.
    发明授权
    High-resolution melting analysis 有权
    高分辨率熔解分析

    公开(公告)号:US09292653B2

    公开(公告)日:2016-03-22

    申请号:US14101647

    申请日:2013-12-10

    Abstract: The present invention relates to methods and systems for the analysis of the dissociation behavior of nucleic acids and the identification of nucleic acids. In one aspect, methods and systems are disclosed for identifying a nucleic acid in a sample including an unknown nucleic acid and for detecting a single nucleotide polymorphism in a nucleic acid in a sample. In another aspect, methods and systems are disclosed for identification of a nucleic acid in a biological sample including at least one unknown nucleic acid by fitting denaturation data including measurements of a quantifiable physical change of the sample at a plurality of independent sample property points to a function to determine an intrinsic physical value and to obtain an estimated physical change function, and identifying the nucleic acid in the biological sample by comparing the intrinsic physical value for at least one unknown nucleic acid to an intrinsic physical value for a known nucleic acid.

    Abstract translation: 本发明涉及用于分析核酸的解离行为和核酸鉴定的方法和系统。 在一个方面,公开了用于鉴定样品中的核酸的方法和系统,所述样品包括未知核酸并用于检测样品中核酸中的单核苷酸多态性。 在另一方面,公开了用于通过拟合变性数据来包括至少一种未知核酸的生物样品中的核酸的鉴定的方法和系统,所述变性数据包括在多个独立样本特性点处的样品的可量化物理变化的测量值 用于确定固有物理值并获得估计的物理变化功能,以及通过将至少一种未知核酸的固有物理值与已知核酸的固有物理值进行比较来鉴定生物样品中的核酸。

Patent Agency Ranking