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    • 3. 发明申请
    • METHOD AND SYSTEM FOR ANALYZING THE EXPRESSION OF BIOMARKERS IN CELLS IN SITU IN THEIR TISSUE OF ORIGIN
    • 用于分析生物标志物在其原始组织中的表达的方法和系统
    • US20110091081A1
    • 2011-04-21
    • US12580651
    • 2009-10-16
    • Brion Daryl SarachanThomas Paul RepoffColin Craig McCullochFiona Mary GintyMegan Pearl RothneyZhengyu Pang
    • Brion Daryl SarachanThomas Paul RepoffColin Craig McCullochFiona Mary GintyMegan Pearl RothneyZhengyu Pang
    • G06K9/00C12Q1/02C12Q1/68G06F19/00
    • C12Q1/6881G01N33/5023G01N33/5082G06T7/11G06T7/174G06T2207/10056G06T2207/20221G06T2207/30024
    • The present application discloses a technique for obtaining and storing data on expression of multiple biomarkers in individual cells or the compartments of individual cells in a tissue specimen and methods of utilizing that data to create groups, the members of which share some degree of similarity greater than the general population from which the data is drawn, by an analysis of digital images of a portion of the tissue specimen which has been iteratively stained to generate optical signals, typically fluorescent, reflective of the amount of each of the biomarkers examined. The analysis of the images involves a segmentation routine whereby each pixel of the examined images is assigned to an individual cell or a compartment of an individual cell, the intensity of the signal representative of each biomarker is measured for each pixel, a dataset is created in which each cell or compartments of each cell is associated with a signal intensity for each biomarker examined, and the dataset is interrogated with appropriate numerical tools to create groups. It also discloses the display of such groups on images of the tissue examined such that the individual cells belonging to a particular group are marked or indicated on one of the images examined. It further discloses examining the biomarker data for each group for possible association with a biological condition or process in cases in which tissue specimens drawn from different subjects or different portions of the tissue of a subject have been examined. It also discloses using this examination in the diagnoses, prognoses or assessment of the response to therapy of a condition or disease.
    • 本申请公开了一种用于获得和存储组织样本中个体细胞或个体细胞的多个生物标志物表达的数据的技术,以及利用该数据创建组的方法,其成员具有一定程度的相似性,大于 通过对经过迭代染色以产生光信号的组织标本的一部分的数字图像的分析,通常是荧光的,反映了所检查的每个生物标志物的量,绘制数据的一般群体。 图像的分析涉及分割程序,其中检查的图像的每个像素被分配给单个单元的单个单元或隔室,针对每个像素测量代表每个生物标志物的信号的强度,数据集被创建在 每个细胞的每个细胞或隔室与所检测的每个生物标志物的信号强度相关联,并且用适当的数值工具询问数据集以产生组。 它还公开了在所检查的组织的图像上显示这样的组,使得属于特定组的各个细胞在所检查的图像之一上被标记或指示。 它还公开了在从受试者的不同受试者或组织的不同部分抽取的组织标本已经被检查的情况下,检查每组的生物标志物数据与生物学条件或过程的可能关联。 它还公开了在对病症或疾病的治疗反应的诊断,预后或评估中使用该检查。
    • 5. 发明申请
    • METHOD AND SYSTEM FOR CREATING A DYNAMIC SYSTEMS BASED HYBRID MODEL FOR REASONING SYSTEMS
    • 用于创建基于动态系统的用于推理系统的混合模型的方法和系统
    • US20120158640A1
    • 2012-06-21
    • US12971332
    • 2010-12-17
    • Paul VendittiThomas Paul RepoffMichael Craig Clark
    • Paul VendittiThomas Paul RepoffMichael Craig Clark
    • G06N5/02
    • G06N5/04
    • A method for creating a dynamic systems based hybrid model for reasoning systems is described. The method receives, at a server, a plurality of expert identified deal attributes. The method presents a conjoint analysis questionnaire for input by one or more respondents. The conjoint analysis questionnaire includes questions based on the plurality of expert identified deal attributes. The method receives responses of the one or more respondents to the conjoint analysis questionnaire. The method then defines an expert reasoning model based on the responses of the one or more respondents to the conjoint analysis questionnaire. The method accesses historical deal information of one or more deals, the historical deal information including one or more deals, each deal including a plurality of expert identified deal attributes and a part-worth associated with each of the deal attributes. Finally, the method validates the expert reasoning model based on the historical deal information.
    • 描述了一种用于为推理系统创建基于动态系统的混合模型的方法。 该方法在服务器处接收多个专家识别的交易属性。 该方法提供了一个或多个受访者输入的联合分析问卷。 联合分析问卷包括基于多个专家识别的交易属性的问题。 该方法接收一个或多个受访者对联合分析问卷的回复。 然后,该方法基于一个或多个受访者对联合分析问卷的响应来定义专家推理模型。 该方法访问一个或多个交易的历史交易信息,历史交易信息包括一个或多个交易,每个交易包括多个专家识别交易属性和与每个交易属性相关联的零件价值。 最后,该方法根据历史交易信息验证了专家推理模型。
    • 6. 发明授权
    • Method and system for creating a dynamic systems based hybrid model for reasoning systems
    • 用于为推理系统创建基于动态系统的混合模型的方法和系统
    • US08533147B2
    • 2013-09-10
    • US12971332
    • 2010-12-17
    • Paul VendittiThomas Paul RepoffMichael Craig Clark
    • Paul VendittiThomas Paul RepoffMichael Craig Clark
    • G06F17/00G06N7/00
    • G06N5/04
    • A method for creating a dynamic systems based hybrid model for reasoning systems is described. The method receives, at a server, a plurality of expert identified deal attributes. The method presents a conjoint analysis questionnaire for input by one or more respondents. The conjoint analysis questionnaire includes questions based on the plurality of expert identified deal attributes. The method receives responses of the one or more respondents to the conjoint analysis questionnaire. The method then defines an expert reasoning model based on the responses of the one or more respondents to the conjoint analysis questionnaire. The method accesses historical deal information of one or more deals, the historical deal information including one or more deals, each deal including a plurality of expert identified deal attributes and a part-worth associated with each of the deal attributes. Finally, the method validates the expert reasoning model based on the historical deal information.
    • 描述了一种用于为推理系统创建基于动态系统的混合模型的方法。 该方法在服务器处接收多个专家识别的交易属性。 该方法提供了一个或多个受访者输入的联合分析问卷。 联合分析问卷包括基于多个专家识别的交易属性的问题。 该方法接收一个或多个受访者对联合分析问卷的回复。 然后,该方法基于一个或多个受访者对联合分析问卷的响应来定义专家推理模型。 该方法访问一个或多个交易的历史交易信息,历史交易信息包括一个或多个交易,每个交易包括多个专家识别交易属性和与每个交易属性相关联的零件价值。 最后,该方法根据历史交易信息验证了专家推理模型。