Clinical data mining analysis and aided decision-making method based on Internet integrated medical platform

Abstract

The invention discloses a clinical data mining analysis and aided decision-making method based on an Internet integrated medical platform, and relates to the technical field of an Internet medical platform. The clinical data mining analysis and aided decision-making method includes data mining analysis and aided decision-making, wherein data mining analysis includes a multidimensional analysis algorithm module, a data mining algorithm module and a deep learning algorithm module; and aided remote decision-making includes four parts: a prediction module based on index parameters, a prediction module based on inspection report texts, a model training module and a structurized module. The clinical data mining analysis and aided decision-making method based on an Internet integrated medical platform selects several diseases as research objects for data collection and analysis, such as hyperthyroidism, diabetes, thyroid nodules and breast tumors, and collects and integrates clinical medicaldata depended the integrated platform to realize data mining analysis and aided decision-making services for clinical data diseases, such as hyperthyroidism, diabetes, thyroid nodules and breast tumors, so as to provide systematic support for clinical diagnosis of clinicians and disease research by researchers.

Description

technical field [0001] The invention relates to the technical field of Internet medical platforms, and more specifically refers to a clinical data mining analysis and auxiliary decision-making method based on an Internet-based integrated medical platform. Background technique [0002] As an important resource, big data has penetrated into every industry and department to varying degrees. Its in-depth application not only helps the business activities of each unit, but also helps promote the development of the national economy. "Internet +" is the achievement and symbol of the deep integration of industry and informatization in various countries, and it is also an important starting point for further promoting information consumption. The so-called "Internet +" means "Internet + various traditional industries", but this is not a simple addition of the two, but the use of information and communication technology and the Internet platform to deeply integrate the Internet and tr...

AI Technical Summary

Problems solved by technology

However, the information sharing between hospitals and between hospitals and outside hospitals has not been opened up, and the problem of information islands is obvious, which has brought a certain degree of restriction to the effective use of medical data, and the originally promising user health data has become useless.

Images