发明授权
- 专利标题: Systems and methods for detecting the presence of a biological status using clustering
- 专利标题(中): 使用聚类检测生物状态存在的系统和方法
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申请号: US12944992申请日: 2010-11-12
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公开(公告)号: US08442924B2公开(公告)日: 2013-05-14
- 发明人: Jiuliu Lu , Zihua Wang , Antonio Arevalo Reyes , Erik Alan Gustafson , John Steven Riley
- 申请人: Jiuliu Lu , Zihua Wang , Antonio Arevalo Reyes , Erik Alan Gustafson , John Steven Riley
- 申请人地址: US CA Brea
- 专利权人: Beckman Coulter, Inc.
- 当前专利权人: Beckman Coulter, Inc.
- 当前专利权人地址: US CA Brea
- 代理机构: Kilpatrick Townsend & Stockton LLP
- 主分类号: G06F15/18
- IPC分类号: G06F15/18
摘要:
A method for determining the presence of a biological entity. The method may include entering into a digital computer, at least a plurality of first input values associated with a first genetic element (e.g., mecA), a plurality of second input values associated with a second genetic element (femA), and a plurality of third input values associated with a third genetic element (e.g., orfX) associated with a plurality of samples. Each sample includes a first input value in the plurality of first input values, a second input value in the plurality of second input values, and a third input value in the plurality of third input values. The method also includes determining a threshold value associated with the third genetic element, separating the samples using the threshold value into a first set of samples and a second set of samples, clustering the first set of samples in a feature space defined by the first genetic element and the second genetic element, defining a first boundary space using the first set of samples, and defining a second boundary space using the second set of samples. The first and second boundary spaces differentiate a biological entity from other biological statuses. Other embodiments may also include the use of a genetic element such as SCCmec.
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