首页> 外国专利> MEDICAL IMAGE PROCESSING SYSTEM AND METHOD FOR PERSONALIZED BRAIN DISEASE DIAGNOSIS AND STATUS DETERMINATION

MEDICAL IMAGE PROCESSING SYSTEM AND METHOD FOR PERSONALIZED BRAIN DISEASE DIAGNOSIS AND STATUS DETERMINATION

机译:个性化脑病诊断和状态确定的医学图像处理系统和方法

摘要

A system for processing a medical image for personalized brain disease diagnosis and status determination, includes: an image processing unit, which obtains a 3D T1 weighted image, a 2D T2 fluid attenuated inversion recovery (FLAIR) image, a magnetic resonance angiogram (MRA) image, which images only a vessel for checking abnormality of a brain vessel, and a 4D phase-contrast flow image for recognizing a state of a blood flow in a vessel; a complex image analyzing unit, which selects a disease-to-be-diagnosed, sets a brain area according to the selected disease, and analyzes brain tissue and a brain vessel; and a personalized diagnosis and result output unit, which outputs a brain state, a disease-specific risk degree, a risk of disease, and a disease prediction result through a machine learning algorithm by utilizing an age-specific data DB.
机译:用于处理医学图像以进行个性化脑疾病诊断和状态确定的系统,包括:图像处理单元,其获得3D T1加权图像,2D T2流体衰减反转恢复(FLAIR)图像,磁共振血管造影(MRA)图像,其仅对用于检查脑血管的异常的血管进行成像,以及用于识别血管中的血流状态的4D相衬流动图像;复杂图像分析单元,其选择要诊断的疾病,根据所选择的疾病设置大脑区域,并分析脑组织和脑血管;个性化诊断和结果输出单元,其利用年龄特定数据DB通过机器学习算法输出脑状态,疾病特定风险度,疾病风险和疾病预测结果。

著录项

  • 公开/公告号US2020315455A1

    专利类型

  • 公开/公告日2020-10-08

    原文格式PDF

  • 申请/专利权人 HYUN SUB LEE;

    申请/专利号US201816305044

  • 发明设计人 HYUN SUB LEE;KYUNG MI LEE;HYUG GI KIM;

    申请日2018-02-23

  • 分类号A61B5;A61B5/026;A61B5/02;G06T7;G06T11;G06T7/11;G06T7/62;G16H30/40;G16H50/20;G16H50/30;G01R33/563;

  • 国家 US

  • 入库时间 2022-08-21 11:21:39

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