Visually interactive identification of a cohort of data objects similar to a query based on domain knowledge

    公开(公告)号:US10509800B2

    公开(公告)日:2019-12-17

    申请号:US15519734

    申请日:2015-01-23

    Abstract: Visually interactive identification of a cohort of similar data objects is disclosed. One example is a system including a data processor to access a plurality of data objects, each data object comprising a plurality of numerical components, where each component represents a data feature of a plurality of data features, and to identify, for each data feature, a feature distribution of the numerical components. A selector selects a sub-plurality of the data features of a query object, where a given data feature is selected if the component representing the given data feature is a peak for the feature distribution. An evaluator determines a similarity measure based on the sub-plurality of the data features. An interaction processor iteratively processes selection of a sub-plurality of the data features based on domain knowledge, and identifies, based on the similarity measures, a cohort of data objects similar to the query object.

    SYNTHETIC HEALTHCARE DATA GENERATION
    3.
    发明申请
    SYNTHETIC HEALTHCARE DATA GENERATION 审中-公开
    合成健康数据生成

    公开(公告)号:US20150370992A1

    公开(公告)日:2015-12-24

    申请号:US14762590

    申请日:2013-01-31

    CPC classification number: G06F17/18 G06Q50/22 G16H50/20 G16H50/50 G16H50/70

    Abstract: Synthetic healthcare data generation can include receiving an indication of a particular quantity of people, receiving an indication of a particular quantity of time periods, assigning a respective set of characteristics to each of the people based on a statistical model, simulating a respective path for each of the people through a set of clinical practice guidelines over the specified time periods, wherein each path is determined based on the respective set of characteristics, determining a probability associated with a progression of a medical condition for each of the people at the end of each time period, and generating a synthetic data set for each of the people based on the simulated paths and the determined probabilities.

    Abstract translation: 合成保健数据生成可以包括接收特定数量的人的指示,接收特定数量的时间段的指示,基于统计模型向每个人分配相应的一组特征,模拟每个人的相应路径 的人通过在指定时间段内的一组临床实践指南,其中每个路径基于相应的特征集合来确定,确定与每个人的终点处的每个人的医疗状况的进展相关联的概率 并且基于模拟路径和确定的概率为每个人生成合成数据集。

    DISPLAYING VISUAL ANALYTICS OF ENTITY DATA
    4.
    发明申请
    DISPLAYING VISUAL ANALYTICS OF ENTITY DATA 有权
    显示实体数据的视觉分析

    公开(公告)号:US20150243247A1

    公开(公告)日:2015-08-27

    申请号:US14188099

    申请日:2014-02-24

    Abstract: According to an example, in a method for displaying visual analytics of entity data, geographic locations of entities may be plotted as first pixel cells on a first region and as second pixel cells on a second region of a geographic map. A determination may be made that the first pixel cells have a higher degree of overlap with each other in the first region compared to the second pixel cells in the second region. The geographic map may be distorted to enlarge the first region and the first pixel cells may be arranged in the first region in a manner that prevents the first pixel cells from overlapping each other. A color value for each of the pixel cells may be determined from a multi-paired color map that represents two variables corresponding to the entities by color and the pixel cells may be caused to be displayed on the distorted geographic map according to the determined respective color values.

    Abstract translation: 根据示例,在用于显示实体数据的视觉分析的方法中,实体的地理位置可以被绘制为第一区域上的第一像素单元,以及作为地理地图的第二区域上的第二像素单元。 可以确定与第二区域中的第二像素单元相比,第一像素单元在第一区域中具有较高的重叠程度。 地理地图可能被失真以扩大第一区域,并且第一像素单元可以以防止第一像素单元彼此重叠的方式布置在第一区域中。 每个像素单元的颜色值可以从表示根据颜色对应于实体的两个变量的多对彩色图确定,并且可以根据确定的相应颜色使像素单元显示在失真的地理图上 价值观。

    MULTI-ATTRIBUTE VISUALIZATION INCLUDING MULTIPLE COORDINATED VIEWS OF NON-OVERLAPPED CELLS
    5.
    发明申请
    MULTI-ATTRIBUTE VISUALIZATION INCLUDING MULTIPLE COORDINATED VIEWS OF NON-OVERLAPPED CELLS 审中-公开
    多重可视化,包括非重叠细胞的多个协调的视图

    公开(公告)号:US20150116329A1

    公开(公告)日:2015-04-30

    申请号:US14067328

    申请日:2013-10-30

    CPC classification number: G06T11/206 G16H50/70 G16H50/80

    Abstract: A multi-attribute visualization is generated that includes non-overlapped cells that represent respective items. The cells are placed in the visualization according to geographic locations associated with the items, and the cells being assigned visual indicators to represent a first attribute of the items. The cells are arranged in clusters in the visualization, where a size of a particular one of the clusters indicates a second attribute representing a number of cases associated with a corresponding one of the items. Multiple coordinated views of the cells are presented in the visualization, the multiple views corresponding to respective different time intervals.

    Abstract translation: 生成多属性可视化,其包括表示相应项目的非重叠单元格。 根据与项目相关联的地理位置,将单元格放置在可视化中,并且为单元格分配视觉指示符以表示项目的第一属性。 小区在可视化中被排列成群集,其中特定群集的大小指示表示与相应项之一相关联的多个情况的第二属性。 在可视化中呈现单元的多个协调视图,对应于各个不同时间间隔的多个视图。

    Displaying visual analytics of entity data
    6.
    发明授权
    Displaying visual analytics of entity data 有权
    显示实体数据的视觉分析

    公开(公告)号:US09262991B2

    公开(公告)日:2016-02-16

    申请号:US14188099

    申请日:2014-02-24

    Abstract: According to an example, in a method for displaying visual analytics of entity data, geographic locations of entities may be plotted as first pixel cells on a first region and as second pixel cells on a second region of a geographic map. A determination may be made that the first pixel cells have a higher degree of overlap with each other in the first region compared to the second pixel cells in the second region. The geographic map may be distorted to enlarge the first region and the first pixel cells may be arranged in the first region in a manner that prevents the first pixel cells from overlapping each other. A color value for each of the pixel cells may be determined from a multi-paired color map that represents two variables corresponding to the entities by color and the pixel cells may be caused to be displayed on the distorted geographic map according to the determined respective color values.

    Abstract translation: 根据示例,在用于显示实体数据的视觉分析的方法中,实体的地理位置可以被绘制为第一区域上的第一像素单元,以及作为地理地图的第二区域上的第二像素单元。 可以确定与第二区域中的第二像素单元相比,第一像素单元在第一区域中具有较高的重叠程度。 地理地图可能被失真以扩大第一区域,并且第一像素单元可以以防止第一像素单元彼此重叠的方式布置在第一区域中。 每个像素单元的颜色值可以从表示根据颜色对应于实体的两个变量的多对彩色图确定,并且可以根据确定的相应颜色使像素单元显示在失真的地理图上 价值观。

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