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Computer analysis of biological data using manifolds and hyperplanes
Computer analysis of biological data using manifolds and hyperplanes
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机译:使用流形和超平面对生物数据进行计算机分析
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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.
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