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Apparatus for the Early Change of Elderly Psychiatric Diseases Using MRI Imaging and method thereof

机译:使用MRI成像的老年人精神疾病的早期改变的装置及其方法

摘要

The present invention relates to an apparatus and method for discriminating early changes in elderly mental disorders using MRI images. According to the present invention, a data set is formed using a server that classifies and stores MRI image data generated in a medical examination center and hospital into normal data, abnormal data, and individual data, and each data collected in the server. , A neural network model building unit that builds a neural network model learned from the formed data set, and inputs a photographed MRI image to the neural network model, and compares the input MRI image data with normal and abnormal data for the same age group and data for each symptom. It includes a prediction unit that analyzes and provides prediction time and symptom information according to the change in the trend of the part where the abnormality has occurred. In this way, the group change discrimination device according to the present invention is mathematically numerically converted by fusion of input information data for each individual with a cognitive impairment or dementia symptom with normal people of the same age group, and constructing an artificial intelligence discrimination logic database for early symptom change. , Future changes can be predicted through calculation of the change amount and trend of the MRI image.
机译:本发明涉及一种使用MRI图像鉴别老年人精神障碍的早期变化的设备和方法。根据本发明,使用服务器形成数据集,该服务器将在医学检查中心和医院中生成的MRI图像数据分类并存储为正常数据,异常数据和个体数据,以及在服务器中收集的每个数据。神经网络模型构建单元,其构建从形成的数据集中学习到的神经网络模型,并将拍摄的MRI图像输入到神经网络模型,并将输入的MRI图像数据与相同年龄组的正常和异常数据进行比较,每种症状的数据。它包括预测单元,该预测单元根据发生异常的部分的趋势的变化来分析并提供预测时间和症状信息。以此方式,通过将具有认知障碍或痴呆症状的每个个体的输入信息数据与相同年龄组的正常人融合,来数学地转换根据本发明的组改变辨别装置。早期症状变化的数据库。通过计算MRI图像的变化量和趋势,可以预测未来的变化。

著录项

  • 公开/公告号KR20200123618A

    专利类型

  • 公开/公告日2020-10-30

    原文格式PDF

  • 申请/专利权人 영남대학교 산학협력단;

    申请/专利号KR1020190046716

  • 发明设计人 정승필;

    申请日2019-04-22

  • 分类号A61B5;A61B5/055;G06N3/02;G16H50/20;

  • 国家 KR

  • 入库时间 2022-08-21 11:05:42

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