Structured processing method of ICU nursing bill data and processing system
A processing method and nursing order technology, applied in structured data retrieval, database indexing, patient-specific data, etc., can solve problems such as difficulty in obtaining and cleaning, ignoring effective information, and large quality differences, saving labor costs and time costs, The effect of eliminating data structure differences and optimizing data quality
Inactive Publication Date: 2019-06-25
杭州脉兴医疗科技有限公司
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Problems solved by technology
However, the current ICU nursing order data is stored in a semi-structured form. Such nursing order records can only collect, browse and assist in the diagnosis of patients' vital signs.
It is difficult to automatically extract, summarize and further analyze and utilize the key information in the nursing order data
In the semi-structured nursing list, the recorded data has various formats and great differences in quality, and the degree of data reusability is often not particularly high
A large amount of clinical data information cannot be effectively integrated. On the one hand, the data information cannot be effectively used. On the other hand, a large amount of effective information is ignored or lost.
This has resulted in a large amount of clinical data that cannot be analyzed and mined
[0004] The ICU nursing order data has the characteristics of diverse structure, low openness, and difficulty in obtaining and cleaning. It is also like isolated islands of information with the various medical systems of the hospital. There is no information exchange and sharing between them, and it is difficult to truly play its role and research value
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[0037] specific implementation plan
[0038] The invention will be described in further detail below in conjunction with the accompanying drawings.
[0039] In the first aspect, the application of the present invention provides a method for structured processing of semi-structured data of ICU nursing orders, referring to figure 1 and figure 2 As shown, the method carries out structured screening and storage of nursing order data by constructing a dictionary table and a structured information extraction model, and the structured information extraction model includes a vital sign table model, an inspection table model, and a patient infusion table model , a model of a patient discharge table and an operation nursing table model, the method comprises the following steps:
[0040] Step 1: Summarize and classify all items in the nursing order data, set up a dictionary table, and provide default units to the dictionary table to ensure data integrity (see image 3 );
[0041] St...
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The invention discloses a structured processing method of ICU nursing bill semi-structured data and a processing system. Through constructing a dictionary table and a structured information extractingmodel, structured screening storage is performed on the nursing bill data. The structured information extracting model comprises a vital sign table model, a checking-and-testing table model, a patient liquid inlet table model, a patient liquid outlet table model and an operation nursing table model. The structured processing method is technologically characterized in that structured processing can be performed on key information in the ICU nursing bill data, thereby eliminating a data structure difference, improving data quality, realizing structured associated storage of the data, facilitating subsequent data searching, saving manpower cost and time cost in subsequent operation and further improving scientific researching efficiency.
Description
technical field [0001] The invention relates to the field of structured processing of medical data, in particular to a method and system for structured processing of ICU nursing order data. Background technique [0002] The Intensive Care Unit (ICU) is a place with dense medical information and high incidence of errors, showing the concentration of critically ill patients, urgent and continuous treatment time, relatively insufficient human resources, many types of instruments, many invasive operations, a large number of catheters, and high work intensity Features. The amount of data and information of critically ill patients is huge: various medical instruments such as various monitoring equipment at the patient's bedside, blood gas, ventilator, infusion pump station, continuous renal replacement therapy (CRRT) and extracorporeal membrane oxygenation (ECMO) need to be managed in real time According to statistics, ICU medical monitoring records may involve as many as 236 dif...
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Login to View More IPC IPC(8): G16H10/60G16H20/13G06F16/22
Inventor 黄可智胡江许芳芳邱忠强杨之勇
Owner 杭州脉兴医疗科技有限公司