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EPIDEMIC SITUATION TREND PREDICTION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND STORAGE MEDIUM

机译:疫情趋势预测方法和装置,以及电子设备和存储介质

摘要

An epidemic situation trend prediction method and apparatus, and an electronic device and a storage medium, which are applied to the field of medical science and technology. The electronic device comprises a processor and a memory, wherein the memory is used for storing a computer program, the computer program comprises a program instruction, and the processor is configured to call the program instruction to execute the following steps: acquiring epidemic situation sequence data of a target area (S101); constructing, according to the epidemic situation sequence data, a target feature matrix corresponding to the epidemic situation sequence data (S102); and calling a pretrained time sequence model to carry out epidemic situation trend prediction according to the target feature matrix, so as to obtain a first epidemic situation trend prediction result, wherein the first epidemic situation trend prediction result comprises a predicted number of newly added cases and/or a predicted number of newly added deaths for each date within a second preset date range (S103). Epidemic situation trend prediction is carried out in view of multi-dimensional features, which has higher reference value. Blockchain technology is involved, and a first epidemic situation trend prediction result can be written into a blockchain.
机译:疫情趋势预测方法和装置,以及应用于医学技术领域的电子设备和存储介质。电子设备包括处理器和存储器,其中存储器用于存储计算机程序,计算机程序包括程序指令,并且处理器被配置为调用程序指令来执行以下步骤:获取流行情况序列数据目标区域(S101);根据疫情序列数据构建,对应于流行情况序列数据的目标特征矩阵(S102);并呼叫预训练的时间序列模型以执行根据目标特征矩阵的流行病趋势预测,以获得第一疫死状况趋势预测结果,其中第一疫情趋势预测结果包括预测数量的新增的案例和/或在第二预设日期范围内的每一日期的预测数量的新添加的死亡数(S103)。鉴于多维特征,进行了流行病趋势预测,其具有更高的参考值。涉及区块的技术,并且可以将第一流行情况趋势预测结果写入区块链中。

著录项

  • 公开/公告号WO2021159739A1

    专利类型

  • 公开/公告日2021-08-19

    原文格式PDF

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

    申请/专利号WO2020CN124608

  • 发明设计人 ZHANG YUAN;

    申请日2020-10-29

  • 分类号G16H50/80;G06N3/04;

  • 国家 CN

  • 入库时间 2022-08-24 20:43:52

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