首页|基于自然语言处理的专病数据采集系统设计与实现

基于自然语言处理的专病数据采集系统设计与实现

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分析目前专病数据在采集阶段遇到数据标准不统一、非结构化数据无法直接利用等需求,设计了以自然语言处理模型作为核心技术,解决数据采集的难点问题,同时采用插件式系统架构开发并实现的数据采集系统,为科研团队开展专病研究工作提供高效的数字化工具,在实际工作中获得了良好的管理效益,为数据利用提供了基础支撑.
Design and implementation of special disease data acquisition system based on natural language processing
This paper analyzes the requirements that the data standards are not uniform and the unstructured data can not be directly used in the collection stage of the special disease data.The natural language processing model is designed as the core tech-nology to solve the difficult problems of data collection.At the same time,the plug-in system architecture is used to develop and implement the data collection system.It provides an efficient digital tool for the scientific research team to carry out special disease research work,and obtains good management benefits in practical work,which provides basic support for data utilization.

data acquisitionlanguage modelsunstructured

丁庆庆、杨小娟

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上海赴智医学科技有限公司,上海 200433

万达信息股份有限公司,上海 200233

数据采集 语言模型 非结构化

2024

现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
年,卷(期):2024.30(11)