利索-全球专利检索

  1. 登录
  2. 注册
发明申请
US20080154565A1 AUTOMATIC ORGAN DETECTION USING MACHINE LEARNING AND CLASSIFICATION ALGORITHMS 有权
使用机器学习和分类算法的自动机器检测

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.
摘要（中）：

一种视觉描绘器官的方法和装置，具有选择用于分析的预定义集合特征的步骤，所述预定义特征集合具有针对算法的区别弱学习者，其中所选择的特定组和弱学习者选择区分特征的特征 期望被表示的器官，为基于用于器官的弱学习者所希望表示的器官的算法开发强分类器，其中一个是进行身体扫描以产生身体扫描数据集并且获得身体扫描数据集 用于患者的信息，将强分类器和算法应用于身体扫描数据集以产生器官表示的结果，并将强分类器和算法的步骤的结果输出到身体扫描数据集 代表器官。

公开/授权文献
信息查询
Global Dossier Espacenet
0/0