Apparatus and method of diagnosing a lesion using image data and diagnostic models
    13.
    发明授权
    Apparatus and method of diagnosing a lesion using image data and diagnostic models 有权
    使用图像数据和诊断模型诊断病变的装置和方法

    公开(公告)号:US09514416B2

    公开(公告)日:2016-12-06

    申请号:US14041112

    申请日:2013-09-30

    CPC classification number: G06N99/005 G06F19/00 G06K2209/05 G16H50/20 G16H50/70

    Abstract: An apparatus and a method for diagnosis are provided. The apparatus for diagnosis lesion include: a model generation unit configured to categorize learning data into one or more categories and to generate one or more categorized diagnostic models based on the categorized learning data, a model selection unit configured to select one or more diagnostic model for diagnosing a lesion from the categorized diagnostic models, and a diagnosis unit configured to diagnose the lesion based on image data of the lesion and the selected one or more diagnostic model.

    Abstract translation: 提供了一种用于诊断的装置和方法。 用于诊断病变的装置包括:模型生成单元,被配置为将学习数据分类为一个或多个类别,并且基于分类的学习数据生成一个或多个分类诊断模型;模型选择单元,被配置为选择一个或多个诊断模型, 从分类诊断模型诊断病变,以及诊断单元,其被配置为基于病变的图像数据和所选择的一个或多个诊断模型来诊断病变。

    Apparatus and method for analyzing medical image
    18.
    发明授权
    Apparatus and method for analyzing medical image 有权
    用于分析医学图像的装置和方法

    公开(公告)号:US09424638B2

    公开(公告)日:2016-08-23

    申请号:US14050900

    申请日:2013-10-10

    Abstract: An apparatus for analyzing a medical image includes an image receiving unit configured to receive two or more medical images from a medical device; a image registration unit configured to register the two or more received medical images; an overlapped area detecting unit configured to detect overlapped areas in the two or more registered medical images; and a lesion analyzing unit configured to analyze lesions in the two or more registered medical images by employing different analysis techniques in the detected overlapped areas.

    Abstract translation: 一种用于分析医学图像的设备包括:图像接收单元,被配置为从医疗设备接收两个或更多个医学图像; 图像注册单元,被配置为登记所述两个或更多个所接收的医用图像; 重叠区域检测单元,被配置为检测所述两个或更多个注册医学图像中的重叠区域; 以及病变分析单元,被配置为通过在检测到的重叠区域中采用不同的分析技术来分析两个或更多个注册的医学图像中的病变。

    Apparatus and method for acquiring multi-parametric images in magnetic resonance imaging device
    19.
    发明授权
    Apparatus and method for acquiring multi-parametric images in magnetic resonance imaging device 有权
    用于在磁共振成像装置中获取多参数图像的装置和方法

    公开(公告)号:US09361685B2

    公开(公告)日:2016-06-07

    申请号:US14094019

    申请日:2013-12-02

    Abstract: There are provided an apparatus and a method for acquiring multi-parametric images from an MRI device. In one general aspect, the apparatus for acquiring multi-parametric images includes an image analyzer configured to determine a significance level of each of a plurality of multi-parametric images relating to a disease, and to determine an acquisition order of the multi-parametric images relating to the disease; and a model constructer configured to construct an acquisition model of the multi-parametric images based on the acquisition order and the multi-parametric images to be used in diagnosing the disease.

    Abstract translation: 提供了一种用于从MRI装置获取多参数图像的装置和方法。 在一个一般方面,用于获取多参数图像的装置包括图像分析器,被配置为确定与疾病相关的多个多参数图像中的每一个的显着性水平,并且确定多参数图像的采集顺序 与疾病有关 以及模型构造器,其被配置为基于所述捕获顺序和用于诊断疾病的多参数图像来构建所述多参数图像的获取模型。

    Apparatus and method for detecting lesion
    20.
    发明授权
    Apparatus and method for detecting lesion 有权
    用于检测病变的装置和方法

    公开(公告)号:US09305349B2

    公开(公告)日:2016-04-05

    申请号:US14308469

    申请日:2014-06-18

    Abstract: An apparatus and method for detecting a lesion, which enables to adaptively determine a parameter value of a lesion detection process using a feature value extracted from a received medical image and a parameter prediction model to improve accuracy in lesion detection and lesion diagnosis. The apparatus and the method include a model generator configured to generate a parameter prediction model based on pre-collected medical images, an extractor configured to extract a feature value from a received medical image, and a determiner configured to determine a parameter value of a lesion detection process using the extracted feature value and the parameter prediction model.

    Abstract translation: 一种用于检测病变的装置和方法,其能够使用从接收的医学图像提取的特征值和参数预测模型自适应地确定病变检测处理的参数值,以提高病变检测和病变诊断的准确性。 该装置和方法包括:模型生成器,其被配置为基于预收集的医学图像生成参数预测模型;提取器,被配置为从接收到的医学图像提取特征值;以及确定器,被配置为确定病变的参数值 使用提取的特征值和参数预测模型进行检测处理。

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