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    • 5. 发明申请
    • SYSTEM AND METHOD FOR ANALYZING AND VISUALIZING LOCAL CLINICAL FEATURES
    • 用于分析和可视化局部临床特征的系统和方法
    • US20120051609A1
    • 2012-03-01
    • US12870331
    • 2010-08-27
    • Gopal Biligeri AvinashAnanth P. Mohan
    • Gopal Biligeri AvinashAnanth P. Mohan
    • G06K9/00
    • G06T7/0014G06T11/206G06T2200/24G06T2207/20104G06T2207/30016G06T2207/30061
    • A system and method for analyzing and visualizing local clinical features includes access of a medical image dataset comprising image data acquired from a patient and identification of a region of interest (ROI) dataset corresponding to an ROI from the medical image dataset. The system also includes application of an automated algorithm to the ROI dataset, identification of an intermediate result used by the automated algorithm to analyze the ROI, and access of reference data corresponding to the intermediate result, the reference data derived from a reference dataset and representing an expected behavior of the intermediate result. Further, the system includes comparison of the intermediate result to the reference data, generation of a deviation metric based on the comparison, the deviation metric representing a deviation of the intermediate result, and creation of a visual representation of the deviation metric.
    • 用于分析和可视化本地临床特征的系统和方法包括访问包括从患者获取的图像数据的医学图像数据集和来自医学图像数据集的对应于ROI的感兴趣区域(ROI)数据集的识别。 该系统还包括将自动化算法应用于ROI数据集,识别由自动算法分析ROI的中间结果,以及访问对应于中间结果的参考数据,从参考数据集导出的参考数据和表示 中间结果的预期行为。 此外,系统包括中间结果与参考数据的比较,基于比较的偏差度量的生成,表示中间结果的偏差的偏差度量以及偏差度量的视觉表示的创建。
    • 8. 发明申请
    • SYSTEM AND METHOD FOR ANALYZING AND VISUALIZING ENUMERATED INFORMATION
    • 用于分析和可视化信息的系统和方法
    • US20120030217A1
    • 2012-02-02
    • US12845853
    • 2010-07-29
    • Gopal Biligeri AvinashEric David Kiger GarlandAnanth P. Mohan
    • Gopal Biligeri AvinashEric David Kiger GarlandAnanth P. Mohan
    • G06F17/30G06F3/048
    • G06F17/30994G06F17/30985G06F19/00G06F19/324G16H10/60
    • A system and method for analyzing clinical data includes a reference database comprising a stored set of reference data comprising enumerated results of a reference population for a clinical test. The system also includes a patient database comprising a stored set of clinical data corresponding to a patient result for the clinical test that is selected from the enumerated results. A processor is included in the system and is programmed to access the patient and reference databases, identify a distribution of reference data over the enumerated test results, and calculate a relevance index based on the distribution of reference data. The processor is further programmed to compare the patient result to the distribution of reference data, calculate a disagreement index based on the comparison, and calculate a deviation index from the relevance and disagreement indices. A graphical user interface is also included to output a visualization of the deviation index.
    • 用于分析临床数据的系统和方法包括参考数据库,其包括存储的一组参考数据,其包括用于临床测试的参考群的列举结果。 该系统还包括患者数据库,其包括对应于从列举的结果中选择的用于临床测试的患者结果的存储的一组临床数据。 处理器被包括在系统中,并被编程以访问患者和参考数据库,通过枚举的测试结果识别参考数据的分布,并且基于参考数据的分布来计算相关性指数。 处理器进一步编程为将患者结果与参考数据的分布进行比较,根据比较计算分歧指数,并计算相关性和不一致指数的偏差指数。 还包括图形用户界面以输出偏差指数的可视化。
    • 9. 发明授权
    • System and method for analyzing and visualizing enumerated information
    • 用于分析和可视化枚举信息的系统和方法
    • US09514250B2
    • 2016-12-06
    • US12845853
    • 2010-07-29
    • Gopal Biligeri AvinashEric David Kiger GarlandAnanth P. Mohan
    • Gopal Biligeri AvinashEric David Kiger GarlandAnanth P. Mohan
    • G06F17/30G06F7/00G06Q50/24G06F19/00
    • G06F17/30994G06F17/30985G06F19/00G06F19/324G16H10/60
    • A system and method for analyzing clinical data includes a reference database comprising a stored set of reference data comprising enumerated results of a reference population for a clinical test. The system also includes a patient database comprising a stored set of clinical data corresponding to a patient result for the clinical test that is selected from the enumerated results. A processor is included in the system and is programmed to access the patient and reference databases, identify a distribution of reference data over the enumerated test results, and calculate a relevance index based on the distribution of reference data. The processor is further programmed to compare the patient result to the distribution of reference data, calculate a disagreement index based on the comparison, and calculate a deviation index from the relevance and disagreement indices. A graphical user interface is also included to output a visualization of the deviation index.
    • 用于分析临床数据的系统和方法包括参考数据库,其包括存储的一组参考数据,其包括用于临床测试的参考群的列举结果。 该系统还包括患者数据库,其包括对应于从列举的结果中选择的用于临床测试的患者结果的存储的一组临床数据。 处理器被包括在系统中,并被编程以访问患者和参考数据库,通过枚举的测试结果识别参考数据的分布,并且基于参考数据的分布来计算相关性指数。 处理器进一步编程为将患者结果与参考数据的分布进行比较,根据比较计算分歧指数,并计算相关性和不一致指数的偏差指数。 还包括图形用户界面以输出偏差指数的可视化。
    • 10. 发明申请
    • SYSTEMS AND METHODS FOR HOLISTIC ANALYSIS AND VISUALIZATION OF PHARMACOLOGICAL DATA
    • 用于血液分析和药物数据可视化的系统和方法
    • US20120078522A1
    • 2012-03-29
    • US13102880
    • 2011-05-06
    • Gopal AvinashZhongmin LinAnanth P. MohanRicky R. Wascher
    • Gopal AvinashZhongmin LinAnanth P. MohanRicky R. Wascher
    • G06F19/00
    • G16H50/70
    • Certain examples provide systems and methods for holistic viewing to provide comparative analysis and decision support in a drug development process. An example method includes accessing data related to drug development; pre-processing the data to prepare the data for measurement and analysis; and analyzing the data based on at least one of a plurality of different metrics. Each metric corresponds to a quantified variation between a first data set of results corresponding to a category in the drug development process. The first data set of results is provided for comparison with a second data set of results corresponding to at least one other category in the drug development process. At least some of the plurality of metrics are aggregated to generate a visual representation representing an integrated comparative visualization for the identified category.
    • 某些例子提供了整体观察的系统和方法,以在药物开发过程中提供比较分析和决策支持。 一个示例性方法包括访问与药物开发有关的数据; 预处理数据以准备数据进行测量和分析; 以及基于多个不同度量中的至少一个来分析数据。 每个度量对应于与药物开发过程中的类别相对应的结果的第一数据集合之间的量化变化。 提供结果的第一数据集用于与在药物开发过程中与至少一个其他类别对应的结果的第二数据集进行比较。 多个度量中的至少一些被聚合以产生表示用于所识别的类别的综合比较可视化的视觉表示。