发明名称 A RAPID METHOD OF PATTERN RECOGNITION, MACHINE LEARNING, AND AUTOMATED GENOTYPE CLASSIFICATION THROUGH CORRELATION ANALYSIS OF DYNAMIC SIGNALS
摘要 <p>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. 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. 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.</p>
申请公布号 WO2010120800(A1) 申请公布日期 2010.10.21
申请号 WO2010US30918 申请日期 2010.04.13
申请人 CANON U.S. LIFE SCIENCES, INC.;KANDERIAN, SAMI 发明人 KANDERIAN, SAMI
分类号 G01N33/50 主分类号 G01N33/50
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