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    • 8. 发明申请
    • Systems and Methods for Identifying Drug Targets Using Biological Networks
    • 使用生物网络识别药物靶点的系统和方法
    • US20150254434A1
    • 2015-09-10
    • US14658341
    • 2015-03-16
    • The Regents of the University of California
    • Wei WangRui Chang
    • G06F19/00G06N99/00G06N7/00
    • G06F19/707G06F19/12G06F19/18G06N5/02G06N7/005G06N99/005
    • Certain embodiments of the invention may include systems and methods for identifying drug targets using biological networks. According to an example embodiment of the invention, a method is provided for predicting the effects of drug targets on treating a disease. The method can include constructing a structure of a Bayesian network based at least in part on knowledge of drug inhibiting effects on a disease; associating a set of parameters with the constructed Bayesian network; determining values of a joint probability distribution of the Bayesian network via an automatic procedure; deriving a mean Bayesian network with one or more averaged parameters based at least in part on the joint probability values; and calculating a quantitative prediction based at least in part on the mean Bayesian network.
    • 本发明的某些实施方案可以包括使用生物网络鉴定药物靶标的系统和方法。 根据本发明的示例性实施方案,提供了一种用于预测药物靶标对治疗疾病的影响的方法。 该方法可以包括至少部分地基于对疾病的药物抑制作用的知识来构建贝叶斯网络的结构; 将一组参数与构建的贝叶斯网络相关联; 通过自动程序确定贝叶斯网络的联合概率分布的值; 至少部分地基于联合概率值,得到具有一个或多个平均参数的平均贝叶斯网络; 并且至少部分地基于平均贝叶斯网络来计算定量预测。
    • 9. 发明授权
    • Method and system for analyzing drug adverse effects
    • 分析药物不良反应的方法和系统
    • US09129084B2
    • 2015-09-08
    • US13155230
    • 2011-06-07
    • Victor Gogolak
    • Victor Gogolak
    • G06N5/04G06F19/00
    • G06F19/704G06F19/707G06N5/04Y10S706/924Y10S707/99933
    • A method for analyzing adverse effects resulting from the use of a substance of interest, including identifying a substance of interest; selecting from multiple profiles related to the safety of the substance of interest, using at least one filter; at least one data mining engine; and an output device for displaying the analytic results from the data mining engine. The data mining engine is selected from (1) a proportional analysis engine; (2) a comparator, and (3) a correlator; whereby a user can receive analytic results from the selector, the proportional analysis engine, the comparator, and the correlator.
    • 一种分析使用感兴趣物质导致的不良反应的方法,包括确定感兴趣的物质; 使用至少一个过滤器从与感兴趣物质的安全性相关的多个简档中进行选择; 至少一个数据挖掘引擎; 以及用于显示来自数据挖掘引擎的分析结果的输出设备。 数据挖掘引擎选自(1)比例分析引擎; (2)比较器,和(3)相关器; 由此用户可以从选择器,比例分析引擎,比较器和相关器接收分析结果。