Design And Development Of Analysis Platform Based On Internet Medical Big Data

With the development of Internet technology,the application of Internet technology in medical industry is becoming more and more extensive.However,the domestic medical industry has been facing problems such as shortage of medical resources,inefficiency and difficulty in seeing a doctor.With the aggravation of the aging population,the urgent problem for the medical industry to solve is how to improve the efficiency of the medical field under the guidance of feasible and scientific suggestions.The current medical industry mainly focuses on these problems in the application of Internet technology.Based on these premises,this paper completes the development and design of large data analysis platform for medical treatment based on Internet by using visualization,data mining and other technologies,and realizes the functions of hospital importance related index analysis,regional expert doctor recommendation,regional key hospital ranking and so on.The main contents of this paper are as follows:(1)On the basis of consulting a large number of documents,this paper summarizes the research background of the subject and the related research status at home and abroad,and introduces in detail the design of distributed crawler based on Internet medical data analysis platform,the Http data transmission technology,the use of Vue2 framework,the design of database,the design of data mining methods and the application of Echarts visualization technology.(2)After investigating the internet medical website,this paper comprehensively analyzed the data types of internet medical data and the characteristics of corresponding types of data,and combined with these characteristics,we carried out the selection and definition of database,data format,visual model and finally determined the development objectives and actual functional requirements,designed the development framework,environment and technology flow of the system.(3)Platform function requirement analysis and platform development business analysis are carried out.According to platform function requirement analysis,the acquisition method and preprocessing method of relevant data sources,as well as the overall development process are determined.Combined with platform development business analysis,the technology stack and implementation method required for the overall development are introduced in detail.In the corresponding module,we describe in detail the selection of data,the establishment of model,the process of task processing and the processing of key issues.(4)Internet Medical Big Data Analysis Platform is a B/S Visual Analysis Platform,which is composed of distributed crawler system,browser and Web server.Based on Scripy framework,the platform uses distributed technology to achieve stable and efficient data acquisition;Data transmission module is developed based on Http protocol and WebSocket dynamic interaction,and stable real-time data transmission is realized;Based on Vue2 framework,Express framework and data mining technology,the normal operation and display of statistical analysis function module and query recommendation function module of analysis platform are realized.This platform realizes the analysis and mining of Internet medical data,and develops an integrated multi-interface analysis platform,which has the functions of medical resource distribution analysis,hospital importance index analysis,hospital importance ranking,doctor expert recommendation and query.