Data quality control method suitable for cardiovascular remote monitoring system
A data quality, remote monitoring technology, applied in the directions of diagnostic recording/measurement, application, and promoting communication between physicians or patients, which can solve the problems of lack of integration and the lack of an effective evaluation model for the data quality of cardiovascular remote monitoring systems.
Inactive Publication Date: 2018-04-06
GUANGDONG UNIV OF TECH
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Problems solved by technology
[0006] 1) There is a lack of an effective assessment model for the data quality of cardiovascular remote monitoring systems;
[0007] 2) The data quality control technologies at different stages are independent, and there is no effective integration
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[0059] The technical solution of the present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments, so as to understand the essence of the present invention more clearly and intuitively.
[0060] refer to Figure 1 to Figure 4 As shown, the embodiment of the present invention provides a data quality integrated control method suitable for different data stages of the cardiovascular remote monitoring system. Cardiovascular remote monitoring system mainly has three stages related to data quality control: data acquisition stage, data storage and management stage, data processing and analysis stage. According to the characteristics of the data itself and the purpose of data quality detection in different stages, different data quality assessment models and data quality control techniques are adopted. In addition, with the help of cloud computing technology, the data quality assessment models and data quality control meth...
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The invention discloses a data quality control method suitable for a cardiovascular remote monitoring system, including: S1, the integrity of the QRS wave group of the electrocardiogram data extracted in the data acquisition stage, the integrity of the data in the data storage and management stage, Accuracy, consistency and timeliness, as well as the classification complexity of data in the data processing and analysis stage, conduct quality inspections to determine whether the data quality meets the standards; S2, when the data collection stage, data storage and management stage, and data processing and analysis stage When the quality of one or several of the data does not meet the standard, take corresponding control measures to make the data in each stage meet the standard; for the data that meets the quality standard, provide the most suitable classification model and data preprocessing suggestions. The invention realizes the integrated control of data quality in different data stages.
Description
technical field [0001] The invention relates to the field of information quality control, in particular to a data quality control method suitable for a cardiovascular remote monitoring system. Background technique [0002] According to the "China Cardiovascular Disease Report 2013" issued by the National Center for Cardiovascular Diseases, the number of patients with cardiovascular diseases in my country is as high as 290 million, and the number of people who die from cardiovascular diseases is about 3.5 million every year, ranking first among various causes of death. Cardiovascular disease has the characteristics of difficult early diagnosis, sudden onset, high mortality rate, etc., and seriously affects the quality of daily life of patients. Using the cardiovascular remote monitoring system to implement remote home monitoring for patients with relatively stable conditions or inconvenient mobility can not only monitor the key physiological parameters of patients for 24 hour...
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IPC IPC(8): G16H80/00A61B5/0402
Inventor 邢延蔡延光蔡灏杨其宇
Owner GUANGDONG UNIV OF TECH