CN113223725A - Medical data application visualization page display system and method - Google Patents
Medical data application visualization page display system and method Download PDFInfo
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- CN113223725A CN113223725A CN202110441150.6A CN202110441150A CN113223725A CN 113223725 A CN113223725 A CN 113223725A CN 202110441150 A CN202110441150 A CN 202110441150A CN 113223725 A CN113223725 A CN 113223725A
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Abstract
The invention discloses a system and a method for displaying a medical data application visual page, wherein the system comprises the following steps: the physical examination data input module is used for realizing data input based on the physical examination data sharing platform, inputting the medical physical examination data into the visual page display system and storing the medical physical examination data into the database; the data quality inspection module is used for performing quality inspection on the input medical examination data and storing the medical examination data obtained after the quality inspection is finished into the database; the data visualization module is used for extracting medical examination data from the database and displaying the medical examination data in a display page, the display page uses a human body diagram and a region diagram to display TOP8 with the highest frequency of occurrence of diseases in each human body system and the probability of occurrence of each province, uses a Wien diagram to display co-morbidity, and uses a line diagram to display conversion conditions of morbidity and male and female morbidity. The invention enhances the observability of data, simultaneously improves the real-time property, realizes the display of one part of data and adapts to various scenes, and meets various service requirements.
Description
Technical Field
The invention relates to the technical field of medical big data analysis, in particular to a system and a method for displaying a medical data application visualization page.
Background
In recent years, China has gained rapid development in the field of big data science. However, many technical bottlenecks still exist in the field of medical health big data. One of the existing medical data is not directly and clearly displayed, the interface is not attractive enough, the data comparison is not visual enough, and the medical research is not convenient, so that the data is difficult to be converted into valuable information through analysis. The present invention can solve the above problems well.
Disclosure of Invention
The invention aims to solve the technical problem of providing a system and a method for displaying a medical data application visualization page aiming at the defects in the prior art.
The technical scheme adopted by the invention for solving the technical problems is as follows:
the invention provides a medical data application visualization page display system, which comprises the following modules: the physical examination data input module, the data quality inspection module and the data visualization module; wherein:
the physical examination data input module is used for realizing data input based on the physical examination data sharing platform, inputting the medical physical examination data into the visual page display system and storing the medical physical examination data into the database;
the data quality inspection module is used for performing quality inspection on the input medical examination data and storing the medical examination data obtained after the quality inspection is finished into the database;
the data visualization module is used for extracting medical examination data from the database and displaying the medical examination data in a display page, the display page uses a human body diagram and a region diagram to display TOP8 with the highest frequency of occurrence of diseases in each human body system and the probability of occurrence of each province, uses a Wien diagram to display co-morbidity, and uses a line diagram to display conversion conditions of morbidity and male and female morbidity.
Further, the data visualization module of the present invention comprises:
each system morbidity TOP8 display unit is used for dynamically displaying the human body system with the highest morbidity rate and the TOP8 in each human body system in the physical examination data sharing platform, and displaying the human body system by using a human body diagram, wherein the corresponding position of the system can be seen in the human body diagram, and the TOP ten in the system can be displayed in a carousel mode.
The prevalence distribution display unit is used for displaying the currently selected human body system, displaying the regional distribution on a map of an area map, distinguishing the prevalence by color, respectively displaying the gender, the age and the prevalence conditions of the area by using a bar chart, and also selecting data of different years for display;
the disease co-occurrence condition display unit is used for displaying the currently selected human body system and displaying the current prevalence rate distribution and the co-occurrence number relation between the selected area and the disease by using a Wien diagram;
the prevalence rate display unit is used for displaying a currently selected human body system, displaying the current prevalence rate distribution and the annual change of the prevalence rate between selected areas by using a line graph, customizing and comparing indexes, including external indexes such as GDP (gross lateral distribution) and birth rate, and displaying the external indexes and the prevalence rate in a chart together as a correlation exploration index;
and a male and female prevalence rate display unit for displaying the currently selected human body system, and displaying the current prevalence rate, the percentage of male and female prevalence rates between distribution selection areas, and a variation relationship between years using a line graph.
Further, the medical examination data of the present invention includes the following information, types: CSV format data, text type data, data in a database; data volume: the number of rows of data and the number of columns of data; data information: number of standard rules.
Furthermore, the data entry module of the invention completes the storage of mass medical examination data, the stored medical examination data required to be used is analyzed and compared through the data quality inspection module, the obtained quality inspection result is stored in the database, and then the data is transmitted to the data visualization module for displaying.
Further, the database of the invention adopts mysql and hbase databases.
Furthermore, the data visualization module is a display control completed by adopting a tempo big data analysis tool, and is completed by embedding the display control into a system through a web development technology.
The invention provides a method for displaying a medical data application visual page, which comprises the following steps:
front end:
step 1: establishing a front-end page on a physical examination data sharing platform, and embedding a page of a tempo big data analysis tool by using a js programming language;
step 2: using the API to request to acquire medical examination data, and establishing communication to acquire a response;
and step 3: obtaining the responded medical physical examination data, rendering the medical physical examination data on a tempo big data analysis tool, displaying corresponding diagrams and data through judgment, dynamically modifying a title and displaying a page;
a rear end:
step 1: based on a physical examination data sharing platform, using Java codes to complete the function of linking a background code of a tempo big data analysis tool with the physical examination big data platform;
step 2: and querying the data required to be displayed by the tempo big data analysis tool through the mysql database, and returning the data to the front-end page.
Furthermore, the content displayed on the front-end page in the method comprises a human body diagram, a region diagram, a Wien diagram and a line diagram; wherein:
human body diagram: using 15 types of diseases, acquiring corresponding data from a data sharing platform, taking the data of the first 8 types, and then transmitting the data into a human body diagram component of tempo;
the regional map is as follows: acquiring the prevalence rates of all regions in a data sharing platform according to the current selection category, and then transmitting a region map component of tempo, wherein the prevalence rates are expressed by colors from deep to light according to the prevalence rates of the regions, and the higher the prevalence rate is, the darker the prevalence rate is;
wien diagram: according to the current selection category, acquiring the first six disease names and the number of people with the largest number of patients and the number of people with the first six diseases in the data sharing platform, and then transmitting the names and the number of people with the largest number of diseases to a Weben graph component of tempo;
line drawing: acquiring annual prevalence and annual change in a data sharing platform according to the current selection category, and then transmitting the annual prevalence and annual change into a polyline graph group of tempo.
The invention has the following beneficial effects: the medical data application visualization page display system and method provided by the invention have the advantages that through the integration of a plurality of data analysis systems, the TOP8 with the highest disease occurrence frequency and the probability of occurrence of each province in each system are more simply and clearly displayed by using the human body diagram and the region diagram. The wein chart is used to show the co-morbid condition, and the line chart shows the change of the prevalence rate and the prevalence rate of men and women. The observability of the data is enhanced, and meanwhile, the real-time performance is improved. Interaction of researchers and data analysis results is increased, and what you see is what you get. The data is really realized, various scenes are adapted to be displayed, and various service requirements are met.
Drawings
The invention will be further described with reference to the accompanying drawings and examples, in which:
fig. 1 is a representation unit of the prevalence of each system TOP8 in the data visualization module of the present invention.
Fig. 2 is a prevalence distribution presentation unit in the data visualization module of the present invention.
Fig. 3 is a disease comorbidity display unit, a prevalence display unit, and a male and female prevalence display unit in a data visualization module of the present invention.
FIG. 4 is a flow chart of the BI large screen presentation data application of an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
As shown in fig. 1 to 4, a medical data application visualization page presentation system according to an embodiment of the present invention includes the following modules: the physical examination data input module, the data quality inspection module and the data visualization module; wherein:
the physical examination data input module is used for realizing data input based on the physical examination data sharing platform, inputting the medical physical examination data into the visual page display system and storing the medical physical examination data into the database;
the data quality inspection module is used for performing quality inspection on the input medical examination data and storing the medical examination data obtained after the quality inspection is finished into the database;
the data visualization module is used for extracting medical examination data from the database and displaying the medical examination data in a display page, the display page uses a human body diagram and a region diagram to display TOP8 with the highest frequency of occurrence of diseases in each human body system and the probability of occurrence of each province, uses a Wien diagram to display co-morbidity, and uses a line diagram to display conversion conditions of morbidity and male and female morbidity.
The data visualization module comprises:
each system morbidity TOP8 display unit is used for dynamically displaying the human body system with the highest morbidity rate and the TOP8 of 15 human body systems (such as digestive system and blood system) in the physical examination data sharing platform, and is displayed by using a human body diagram, the corresponding position of the system can be seen in the human body diagram, and the TOP ten in the system can be displayed in a carousel mode.
The human body system includes: the blood system; a digestive system; a respiratory system; a circulation system; the nervous system; the skeletal system; the immune system; the urinary system; the pregnancy system; a vision system; certain infectious diseases or parasitic diseases, injuries; other consequences, symptoms, characteristics or clinical findings of intoxication or exogenous causes; patients who cannot be classified elsewhere, ear or papillary diseases, endocrine; nutritional or metabolic disorders.
The prevalence distribution display unit is used for displaying the currently selected human body system, displaying the regional distribution on a map of an area map, distinguishing the prevalence by color depth, respectively displaying the conditions of gender, age and prevalence of the area by using a histogram, and visualizing the data to facilitate the research of the data by workers; and the data of different years can be displayed, so that researchers can conveniently trace and analyze the data.
The disease co-occurrence condition display unit is used for displaying the currently selected human body system and displaying the current prevalence rate distribution and the co-occurrence number relation between the selected area and the disease by using a Wien diagram;
the prevalence rate display unit is used for displaying a currently selected human body system, displaying the current prevalence rate distribution and the annual change of the prevalence rate between selected areas by using a line graph, customizing and comparing indexes, including external indexes such as GDP (gross lateral distribution) and birth rate, and displaying the external indexes and the prevalence rate in a chart together as a correlation exploration index;
and a male and female prevalence rate display unit for displaying the currently selected human body system, and displaying the current prevalence rate, the percentage of male and female prevalence rates between distribution selection areas, and a variation relationship between years using a line graph.
The medical examination data includes the following information, types: CSV format data, text type data, data in a database; data volume: the number of rows of data and the number of columns of data; data information: number of standard rules.
The human system comprises 15, including: motor system, nervous system, endocrine system, circulatory system, respiratory system, digestive system, urinary system, and reproductive system.
The data entry module finishes storage of mass medical examination data, stored medical examination data required to be used are analyzed and stored through the data quality inspection module, obtained quality inspection results are stored in the database, and then the data are transmitted to the data visualization module to be displayed.
The database adopts mysql and hbase databases.
The data visualization module is a display control completed by adopting a tempo big data analysis tool and is completed by embedding the display control into a system through a web development technology.
As shown in fig. 4, a method for displaying a visualization page of a medical data application according to an embodiment of the present invention includes the following steps:
front end:
step 1: establishing a front-end page on a physical examination data sharing platform, and embedding a page of a tempo big data analysis tool by using a js programming language;
step 2: using the API to request to acquire medical examination data, and establishing communication to acquire a response;
and step 3: obtaining the responded medical physical examination data, rendering the medical physical examination data on a tempo big data analysis tool, displaying corresponding diagrams and data through judgment, dynamically modifying a title and displaying a page;
a rear end:
step 1: based on a physical examination data sharing platform, using Java codes to complete the function of linking a background code of a tempo big data analysis tool with the physical examination big data platform;
step 2: and querying the data required to be displayed by the tempo big data analysis tool through the mysql database, and returning the data to the front-end page.
The content displayed on the front-end page comprises a human body diagram, a region diagram, a Wien diagram and a line diagram; wherein:
human body diagram: using 15 types of diseases, acquiring corresponding data from a data sharing platform, taking the data of the first 8 types, and then transmitting the data into a human body diagram component of tempo;
the regional map is as follows: acquiring the prevalence rates of all regions in a data sharing platform according to the current selection category, and then transmitting a region map component of tempo, wherein the prevalence rates are expressed by colors from deep to light according to the prevalence rates of the regions, and the higher the prevalence rate is, the darker the prevalence rate is;
wien diagram: according to the current selection category, acquiring the first six disease names and the number of people with the largest number of patients and the number of people with the first six diseases in the data sharing platform, and then transmitting the names and the number of people with the largest number of diseases to a Weben graph component of tempo;
line drawing: acquiring annual prevalence and annual change in a data sharing platform according to the current selection category, and then transmitting the annual prevalence and annual change into a polyline graph group of tempo.
It will be understood that modifications and variations can be made by persons skilled in the art in light of the above teachings and all such modifications and variations are intended to be included within the scope of the invention as defined in the appended claims.
Claims (8)
1. A medical data application visualization page presentation system is characterized by comprising the following modules: the physical examination data input module, the data quality inspection module and the data visualization module; wherein:
the physical examination data input module is used for realizing data input based on the physical examination data sharing platform, inputting the medical physical examination data into the visual page display system and storing the medical physical examination data into the database;
the data quality inspection module is used for performing quality inspection on the input medical examination data and storing the medical examination data obtained after the quality inspection is finished into the database;
the data visualization module is used for extracting medical examination data from the database and displaying the medical examination data in a display page, the display page uses a human body diagram and a region diagram to display TOP8 with the highest frequency of occurrence of diseases in each human body system and the probability of occurrence of each province, uses a Wien diagram to display co-morbidity, and uses a line diagram to display conversion conditions of morbidity and male and female morbidity.
2. The medical data application visualization page presentation system of claim 1, wherein the data visualization module comprises:
each system morbidity TOP8 display unit is used for dynamically displaying the human body system with the highest morbidity rate and the TOP8 in each human body system in the physical examination data sharing platform, and displaying the human body system by using a human body diagram, wherein the corresponding position of the system can be seen in the human body diagram, and the TOP ten in the system can be displayed in a carousel mode.
The prevalence distribution display unit is used for displaying the currently selected human body system, displaying the regional distribution on a map of an area map, distinguishing the prevalence by color, respectively displaying the gender, the age and the prevalence conditions of the area by using a bar chart, and also selecting data of different years for display;
the disease co-occurrence condition display unit is used for displaying the currently selected human body system and displaying the current prevalence rate distribution and the co-occurrence number relation between the selected area and the disease by using a Wien diagram;
the prevalence rate display unit is used for displaying a currently selected human body system, displaying the current prevalence rate distribution and the annual change of the prevalence rate between selected areas by using a line graph, customizing and comparing indexes, including external indexes such as GDP (gross lateral distribution) and birth rate, and displaying the external indexes and the prevalence rate in a chart together as a correlation exploration index;
and a male and female prevalence rate display unit for displaying the currently selected human body system, and displaying the current prevalence rate, the percentage of male and female prevalence rates between distribution selection areas, and a variation relationship between years using a line graph.
3. The medical data application visualization page presentation system of claim 1, wherein the medical examination data includes the following information, type: CSV format data, text type data, data in a database; data volume: the number of rows of data and the number of columns of data; data information: number of standard rules.
4. The medical data application visualization page display system according to claim 1, wherein the data entry module completes storage of a large amount of medical examination data, the stored medical examination data required to be used is analyzed and analyzed through the data quality inspection module, the obtained quality inspection result is stored in the database, and then the data is transmitted to the data visualization module for display.
5. The medical data application visualization page presentation system of claim 1, wherein the database is mysql and hbase databases.
6. The medical data application visualization page display system according to claim 1, wherein the data visualization module is a display control completed by using a tempo big data analysis tool, and the display control is completed by embedding the display control into the system through a web development technology.
7. A medical data application visualization page display method is characterized by comprising the following steps:
front end:
step 1: establishing a front-end page on a physical examination data sharing platform, and embedding a page of a tempo big data analysis tool by using a js programming language;
step 2: using the API to request to acquire medical examination data, and establishing communication to acquire a response;
and step 3: obtaining the responded medical physical examination data, rendering the medical physical examination data on a tempo big data analysis tool, displaying corresponding diagrams and data through judgment, dynamically modifying a title and displaying a page;
a rear end:
step 1: based on a physical examination data sharing platform, using Java codes to complete the function of linking a background code of a tempo big data analysis tool with the physical examination big data platform;
step 2: and querying the data required to be displayed by the tempo big data analysis tool through the mysql database, and returning the data to the front-end page.
8. The method for displaying the medical data application visualization page as claimed in claim 7, wherein the content displayed on the front end page in the method comprises a human body diagram, a region diagram, a wien diagram and a line diagram; wherein:
human body diagram: using 15 types of diseases, acquiring corresponding data from a data sharing platform, taking the data of the first 8 types, and then transmitting the data into a human body diagram component of tempo;
the regional map is as follows: acquiring the prevalence rates of all regions in a data sharing platform according to the current selection category, and then transmitting a region map component of tempo, wherein the prevalence rates are expressed by colors from deep to light according to the prevalence rates of the regions, and the higher the prevalence rate is, the darker the prevalence rate is;
wien diagram: according to the current selection category, acquiring the first six disease names and the number of people with the largest number of patients and the number of people with the first six diseases in the data sharing platform, and then transmitting the names and the number of people with the largest number of diseases to a Weben graph component of tempo;
line drawing: acquiring annual prevalence and annual change in a data sharing platform according to the current selection category, and then transmitting the annual prevalence and annual change into a polyline graph group of tempo.
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| CN109887602A (en) * | 2019-01-23 | 2019-06-14 | 南京邮电大学 | A kind of cardiovascular disease big data analysis system and method |
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| CN109887602A (en) * | 2019-01-23 | 2019-06-14 | 南京邮电大学 | A kind of cardiovascular disease big data analysis system and method |
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Application publication date: 20210806 |