首页> 外国专利> device that provides information related to Parkinson's disease by analyzing neuromelanine related magnetic resonance images based on artificial intelligence

device that provides information related to Parkinson's disease by analyzing neuromelanine related magnetic resonance images based on artificial intelligence

机译:通过分析基于人工智能的神经统计相关磁共振图像,提供与帕金森病相关的信息

摘要

An apparatus for providing customized information related to Parkinson's disease by analyzing a neuromelanin-related magnetic resonance image based on artificial intelligence, which is an aspect of the present invention, includes: an image receiving unit for acquiring an MRI image of a patient's brain; an image preprocessing unit preprocessing the acquired MRI image to enable observation of a neuromelanin region used as an image biomarker for Parkinson's disease; an image processing unit that analyzes the pre-processed MRI image to classify a first image including the neuromelanin region, and detects the neuromelanin region from the classified first image; and an image analysis unit that analyzes the detected neuromelanin region to determine the patient's information related to Parkinson's disease, wherein the image processing unit calculates the volume of the neuromelanin region based on the first image and , the image analysis unit determines the patient information related to the Parkinson's disease using the calculated volume of the neuromelanin region, and the image processing unit uses the number of voxels and the voxel size related to the first image to determine the neuromelanin region. The volume of the melanin region can be calculated.
机译:一种通过分析基于人工智能的神经典型相关的磁共振图像来提供与帕金森病相关的定制信息,这包括:用于获取患者脑的MRI图像的图像接收单元;一种预处理所获取的MRI图像的图像预处理单元,以使其观察用作帕金森病的图像生物标志物的神经隆蛋白区域;一种图像处理单元,其分析预处理的MRI图像以对包括神经隆蛋白区域的第一图像进行分类,并从分类的第一图像检测神经隆蛋白区域;和一种图像分析单元,其分析检测到的神经元蛋白区域,以确定与帕金森病相关的患者的信息,其中图像处理单元基于第一图像计算神经隆素区域的体积,并且图像分析单元确定与之相关的患者信息帕金森的疾病使用计算出的神经元素区域的体积,并且图像处理单元使用血管素数量和与第一图像相关的体素尺寸以确定神经瘤素区域。可以计算黑色素区域的体积。

著录项

  • 公开/公告号KR102288078B1

    专利类型

  • 公开/公告日2021-08-11

    原文格式PDF

  • 申请/专利权人

    申请/专利号KR1020210064023

  • 发明设计人 박성범;송수화;

    申请日2021-05-18

  • 分类号A61B5;A61B5/055;G01R33/48;G01R33/56;G06T7;G06T7/11;G16H30/40;G16H50/20;

  • 国家 KR

  • 入库时间 2022-08-24 20:31:58

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