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Robust tensor maintenance based child community-acquired pneumonia data processing system and method

A data processing system and acquired pneumonia technology, applied in the field of information processing, can solve the problems of underutilization of medical data and information

Inactive Publication Date: 2016-08-17
SHANGHAI CHILDRENS HOSPITAL +2
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  • Abstract
  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

At present, when treating children with CAP, doctors still only refer to clinical guidelines and personal experience, and do not make full use of the information contained in medical data

Method used

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  • Robust tensor maintenance based child community-acquired pneumonia data processing system and method
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  • Robust tensor maintenance based child community-acquired pneumonia data processing system and method

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Embodiment Construction

[0061] This embodiment is aimed at preprocessing and etiological analysis of children's CAP clinical data, and its data input is derived from the export module or database language of the existing hospital electronic health record (EHR) system, including patient information, clinical test results, doctor Etiological diagnosis results. The specific implementation process of the present invention in the present embodiment is as follows:

[0062] Step 1: Establish a patient database, including patient number, admission time, date of birth, age, gender;

[0063] Step 2: Perform data cleaning on the raw data of clinical tests, establish a medical data preprocessing rule base, and then generate standardized children's CAP disease course data according to the rule base;

[0064] 2.1. Perform abnormal character processing on the original data string, scan the string, delete blank record items, delete wrong or redundant characters, such as punctuation marks, spaces, etc.;

[0065] 2....

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Abstract

The invention discloses a robust tensor maintenance based child community-acquired pneumonia (CAP) data processing system and method. The system comprises a CAP electronic medical record system, a data preprocessing module and an etiologic analysis module, wherein the CAP electronic medical record system extracts original data of a CAP child patient from an electronic health record system by using an SQL and outputs the original data to the data preprocessing module; the data preprocessing module performs calculations such as data cleaning, format conversion, rule check and the like, and outputs standardized child CAP data to the etiologic analysis module; and the etiologic analysis module performs robust tensor analysis to obtain a child CAP pathologic data model. The system and method place emphasis on data cleaning and mining in the existing electronic health record system, realize data standardization and etiologic analysis based on a robust tensor maintenance algorithm, and can provide decision support for child respiratory physicians to perform diagnosis and drug use scheme selection for patients.

Description

technical field [0001] The present invention relates to a technology in the field of information processing, in particular to a data processing system and method for children's community-acquired pneumonia based on robust tensor preservation. Background technique [0002] Community Acquired Pneumonia (CAP) in children refers to pneumonia caused by healthy children infected outside the hospital (community). It is one of the common respiratory infectious diseases in children and one of the most common reasons for children to be hospitalized. , and is the number one cause of death for children under 5 years of age. According to statistics, domestic pediatric pneumonia accounts for 24.5% to 56.2% of the total hospitalizations in pediatric internal medicine. According to the World Health Organization (WHO) survey, there are 1.55 billion cases of CAP in children every year in the world, and WHO lists CAP in children as one of the most important pediatric diseases. In 2010, the a...

Claims

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Application Information

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IPC IPC(8): G06F19/00
CPCG06F19/36G16H10/60G16H50/70
Inventor 舒林华金博邵欣蔚查宏远于广军陈凯齐开悦
Owner SHANGHAI CHILDRENS HOSPITAL
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