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Computational analysis of biological data using manifold and a hyperplane

机译:使用歧管和超平面的生物数据计算分析

摘要

A method of analyzing biological data containing expression values of a plurality of polypeptides in the blood of a subject. The method comprises: calculating a distance between a segment of a curved line and an axis defined by a direction, the distance being calculated at a point over the curved line defined by a coordinate along the direction. The method further comprises correlating the distance to the presence of, absence of, or likelihood that the subject has, a bacterial infection. The coordinate is defined by a combination of the expression values, wherein at least 90% of the segment is between a lower bound line and an upper bound line.
机译:一种分析含有对象血液中多肽的表达值的生物数据的方法。该方法包括:计算曲线的段和由方向限定的轴之间的距离,距离由沿方向的坐标限定的弯曲线上的点计算的距离。该方法还包括将对受试者具有或可能性的存在的距离与受试者具有细菌感染的存在。坐标由表达值的组合定义,其中至少90%的段在下边界线和上界线之间。

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