A method and system for processing vital sign data based on cloud platform

Abstract

The invention relates to a method and system for processing vital sign data based on a cloud platform, which belongs to the field of medical cloud computing, solves the problem that users lack the ability to analyze and process vital sign data, and solves the data format and communication of vital sign monitoring equipment from different manufacturers. The protocols are incompatible with each other, making it difficult to deal with them centrally and efficiently. Including: real-time acquisition of user data, preprocessing and unified packaging, and storing in the vital sign database; applying a deep learning framework based on distributed parallel computing to read and analyze massive vital sign data in real time, screening abnormal data, and automatically generating electronic data analysis Reporting, timely warning of abnormal events to users, prompting medical staff to intervene quickly, improving medical quality and work efficiency, reducing equipment false alarms, reducing labor intensity and work pressure of medical staff; applying quantitative and qualitative data in the vital sign database, real-time Train and optimize the central model to further improve the data processing efficiency of the cloud platform.

Description

technical field [0001] The invention relates to the field of medical cloud computing, in particular to a method and system for processing vital sign data based on a cloud platform. Background technique [0002] Vital sign monitoring equipment includes bedside multi-parameter monitors, respiratory function monitors, intracranial pressure monitors, and fetal heart rate monitors. The main equipment of the emergency department, obstetrics and gynecology and other specialized ICUs are used to monitor the vital signs data of patients in real time, which plays an important role in saving the lives of patients. In the United States, ICU monitoring serves millions of patients every year. China is the country with the largest number of ICUs in the world. There are millions of various types of vital sign monitoring equipment in hospitals across the country, and it is growing rapidly. [0003] The problem with global vital signs monitoring equipment is that each equipment generates hun...

AI Technical Summary

Problems solved by technology

[0005] In view of the above analysis, the present invention aims to provide a method and system for processing vital sign data based on a cloud platform to solve the problem that hospitals lack the ability to analyze and interpret vital sign data, and to solve the data format of different manufacturers vital sign monitoring equipment, The communication protocols are incompatible with each other, and it is difficult to deal with them centrally and efficiently

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