Vital sign monitoring and alarming system

Abstract

The invention provides a vital sign monitoring and alarming system. The vital sign monitoring and alarming system is characterized by comprising the following steps that S1, data are collected, specifically, vital sign information of a human body is measured through various measuring devices, various electronic and numeralized vital sign information is collected, at least eight weeks of data continuously collected is stored into a database through the Internet of Things, the database is divided into two subsets, one subset is a training set, and the other subset is a test set; S2, characteristic values of different physical sign information are summarized, and the availability of the characteristic values is continuously verified; S3, a real alarm / invalid alarm classification model is formed through machine learning; and S4, the robustness of the classification model is verified through cross validation in combination with a training algorithm and a verification algorithm. According to the vital sign monitoring and alarming method, the probability of invalid alarm occurrence can be reduced, so that medical care resources are reasonably allocated, and the medical care working efficiency and the service quality are improved.

Description

technical field [0001] The invention relates to the technical field of vital information monitoring, in particular to a vital sign monitoring and alarm system. Background technique [0002] When a doctor treats a patient, he needs to collect the patient's vital sign information. The vital sign includes body temperature (T), respiration (R), pulse (P), blood pressure (BP), etc. Through the vital sign information, medical staff can observe changes in the condition , providing an important basis for the diagnosis, treatment and nursing of diseases. Therefore, it is very important to monitor the patient's vital sign information in time. In the prior art, there are already some instruments that can measure vital sign data and an alarm monitoring method that can automatically issue an alarm according to the vital sign measurement results. For example, CN110522413A discloses a vital sign monitoring method. The system includes a vital sign monitoring module and a terminal. The term...

AI Technical Summary

Problems solved by technology

However, in the actual use process, there are defects in the realization of its alarm function, such as not distinguishing the priority of urgency; there are too many invalid alarms caused by the lead falling off, wearing detection equipment falling off, etc.

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