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DISEASE RISK ANALYSIS METHOD, APPARATUS, ELECTRONIC DEVICE, AND COMPUTER STORAGE MEDIUM

机译:疾病风险分析方法,装置,电子设备和计算机存储介质

摘要

Provided is a disease risk analysis method, relating to data processing technology, comprising: obtaining a training data set and performing classification to obtain a classified data set (S1); using the classified data set to train a plurality of pre-built weak classifiers, and selecting a plurality of target weak classifiers from the plurality of trained weak classifiers and aggregating the target weak classifiers into a disease model (S2); obtaining a user data set to be determined, and pre-processing the user data set to be determined to obtain a target data set (S3); establishing an index relationship between the target data set and the classified data set (S4); matching the target data set with the classified data set according to the index relationship to obtain a matched data set (S5); using the disease model to analyze and calculate the matched data set to obtain a disease analysis result (S6). In addition, the invention also relates to blockchain technology; basic data and/or feature data can be stored in a blockchain node. The invention can solve the problems of low analysis efficiency and low accuracy of disease risk analysis.
机译:提供与数据处理技术有关的疾病风险分析方法,包括:获取训练数据集并执行分类以获取分类数据集(S1);使用分类的数据集培训多个预构建的弱分类器,并从多个培训的弱分类器中选择多个目标弱分类器,并将目标弱分类器聚合成疾病模型(S2);获得要确定的用户数据集,并预处理要确定的用户数据集以获得目标数据集(S3);在目标数据集和分类数据集之间建立索引关系(S4);将目标数据设置与根据索引关系的分类数据集匹配以获取匹配的数据集(S5);使用疾病模型来分析和计算匹配的数据集以获得疾病分析结果(S6)。此外,本发明还涉及区块技术;基本数据和/或特征数据可以存储在区块链节点中。本发明可以解决低分析效率的问题和疾病风险分析的低精度。

著录项

  • 公开/公告号WO2021151291A1

    专利类型

  • 公开/公告日2021-08-05

    原文格式PDF

  • 申请/专利权人 PING AN TECHNOLOGY (SHENZHEN) CO. LTD.;

    申请/专利号WO2020CN112330

  • 发明设计人 LI YINGXUE;

    申请日2020-08-30

  • 分类号G16H50/20;

  • 国家 CN

  • 入库时间 2022-08-24 20:23:27

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