发明名称 Automatic organ detection using machine learning and classification algorithms
摘要 A method and apparatus of visually depicting an organ, having the steps of choosing a predefined set features for analysis, the predefined set of features having distinguishing weak learners for an algorithm, wherein the predefined set of features and the weak learners chosen distinguish features of the organ desired to be represented, developing a strong classifier for the algorithm for the organ desired to be represented based upon the weak learners for the organ, one of conducing a body scan to produce a body scan data set and obtaining a body scan data set of information for a patient, applying the strong classifier and the algorithm to the body scan data set to develop a result of a representation of the organ and outputting the result of the step of applying of the strong classifier and the algorithm to the body scan data set to represent the organ.
申请公布号 US7894653(B2) 申请公布日期 2011.02.22
申请号 US20070747961 申请日期 2007.05.14
申请人 SIEMENS MEDICAL SOLUTIONS USA, INC. 发明人 FLORIN CHARLES;WILLIAMS JAMES
分类号 G06K9/00 主分类号 G06K9/00
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