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SYSTEM AND METHOD FOR ANALYZING AND VISUALIZING LOCAL CLINICAL FEATURES

机译:用于分析和可视化局部临床特征的系统和方法

摘要

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.
机译:一种用于分析和可视化局部临床特征的系统和方法,包括访问医学图像数据集,该医学图像数据集包括从患者获取的图像数据,以及识别与来自医学图像数据集的ROI相对应的感兴趣区域(ROI)数据集。该系统还包括将自动化算法应用于ROI数据集,识别由自动化算法用于分析ROI的中间结果,以及访问与该中间结果相对应的参考数据,该参考数据源自参考数据集并表示中间结果的预期行为。此外,该系统包括:中间结果与参考数据的比较;基于比较的偏差度量的生成;代表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。

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