Blood gas analysis intelligent detection system and method based on medical big data

Abstract

The invention relates to the technical field of big data processing, and discloses a blood gas analysis intelligent detection system and method based on medical big data, a blood gas index parameter set is acquired by using a continuous blood gas monitor, acid-base true identification is performed to obtain a true balance pH index, and the limitation that a precise value is difficult to obtain due to sensing of a built-in electrode is solved; the real equilibrium pH index is used for carrying out acid-base equilibrium detection to obtain an acid-base real-time state, and the blood gas index parameter set is combined to carry out equilibrium disorder analysis, so that the detection accuracy of double and triple disorder types is improved; and finally, constructing an intelligent medical big data search engine system based on medical big data and an artificial intelligence technology, further verifying and comparing the acid-base imbalance type, accurately detecting the acid-base imbalance type, achieving the purpose of intelligently detecting and preventing misjudgment and missed judgment, and rapidly and accurately providing rapid, objective and accurate judgment reference for clinical treatment.

Description

technical field [0001] The invention relates to the technical fields of medical equipment, intelligent detection and analysis, and big data processing, in particular to an intelligent detection system for blood gas analysis based on medical big data. Background technique [0002] Blood gas analyzers are often used in medical treatment processes such as acute respiratory failure diagnosis and treatment, surgery, rescue and monitoring, and can use electrodes to measure the pH and partial pressure of carbon dioxide (PCO) in arteries in a relatively short period of time. 2 ) and partial pressure of oxygen (PO 2 ) and other related indicators to assist medical staff in diagnosing the type of acid-base balance disorder and respiratory compensation and other symptoms of patients. At present, blood gas analyzers can only accurately measure the indicators of serum electrolytes and blood acid-base balance, but most of them are built-in electrodes. It is difficult to avoid the introd...

AI Technical Summary

Problems solved by technology

Rapid diagnosis and correction of acid-base balance disorders are the key to improving the cure rate of emergency and critically ill patients. However, there is currently a lack of an intelligent detection method that combines medical big data to detect the type of acid-base balance disorder in the human body, and it is difficult to quickly and accurately provide clinical treatment. Provide fast, objective and accurate judgment reference

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