Medical big-data analysis and processing system and method based on IOT (Internet of Things)

Abstract

The invention discloses a medical big-data analysis and processing system and method based on the IOT (Internet of Things), and belongs to the technical field of data processing. The big-data analysisand processing system mainly comprises a cloud service platform, a user terminal, a hospital database and a medical platform terminal. The medical big-data analysis and processing method of the invention comprises the steps: data acquisition and transmission, data preprocessing, prediction model constructing, and testing and optimizing of a prediction model. Therefore, the prediction model for indicating the probability of a disease of a predicted object or the probability that the predicted object has a certain disease is obtained, and the IOT transmission of the data information is achievedthrough a communication module. Moreover, the prediction model is obtained based on the convolutional neural network The data source with many correlations and wide influences is inputted, and the data has been preprocessed, which greatly improves the accurate reference value of the prediction results.

Description

technical field [0001] The invention belongs to the technical field of big data analysis, and in particular relates to a medical big data analysis and processing system based on the Internet of Things and a method thereof. Background technique [0002] Big data refers to a collection of data that cannot be captured, managed and processed with conventional software tools within an affordable time frame. With the increasing popularity and rapid development of the Internet, big data from various industries can be collected. The mining of big data has been applied to a large extent in other industries and has also achieved remarkable results. However, unlike other industries, the medical industry is closely related to the life safety of patients, so the accuracy and practicability of medical data analysis results are the focus of attention. [0003] The scope of big data analysis and services involved in the medical industry includes clinical business, network platform, public...

AI Technical Summary

Problems solved by technology

However, its medical resource database and the information in the database are only the most basic body function information such as blood pressure, blood sugar, blood oxygen, and heart rate collected by the data collection part. Relevant parameter information is not taken into account, which will affect the accuracy of consultation results and big data analysis results, and greatly test the practicability and implementability of the entire system

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