CN109559808B - Data processing method, device, equipment and storage medium - Google Patents
Data processing method, device, equipment and storage medium Download PDFInfo
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Abstract
The embodiment of the invention discloses a data processing method, a device, equipment and a storage medium, wherein the method comprises the following steps: acquiring at least two data tables from an information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table; determining the type of the first data table and the second data table; when the type of the first data table is matched with the type of the second data table, merging the first data table and the second data table to obtain a target data table; and correcting the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, and improving the medical data query efficiency.
Description
Technical Field
The present invention relates to the field of data processing technologies, and in particular, to a data processing method, apparatus, device, and storage medium.
Background
Medical treatment can realize data sharing among various hospitals or inside the hospitals by establishing an information management system to store various data tables, such as a medicine attribute information data table, a medicine price data table, a treatment data table, a participating data table and the like. However, due to lack of management of the data table in the information management system of the hospital, it is inconvenient to query data, for example, when a doctor wants to query the attribute information such as the place of production or date of production of the medicine a, and the price of the medicine a, the doctor needs to first open the medicine attribute information data table and then open the medicine price data table, so that the data to be queried can be obtained. Therefore, in the process of inquiring, the user needs to switch among a plurality of data tables, so that the data inquiry is inconvenient.
Disclosure of Invention
The embodiment of the invention provides a data processing method, a device, equipment and a storage medium, which improve the medical data query efficiency through merging data tables.
In a first aspect, an embodiment of the present invention provides a data processing method, including:
Acquiring at least two data tables from an information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table;
Determining the type of the first data table and the second data table;
When the type of the first data table is matched with the type of the second data table, merging the first data table and the second data table to obtain a target data table;
Correcting the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, wherein the attribute characteristics of the data in the target data table comprise any one or more of the following: field information of data, data format information, and the number of times data appears.
In a second aspect, an embodiment of the present invention provides a data processing apparatus, including:
the acquisition module is used for acquiring at least two data tables from the information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table;
the determining module is used for determining the types of the first data table and the second data table;
the merging module is used for merging the first data table and the second data table to obtain a target data table when the type of the first data table is matched with the type of the second data table;
The correction module is used for carrying out correction processing on the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, wherein the attribute characteristics of the data in the target data table comprise any one or more of the following: field information of data, data format information, and the number of times data appears.
In a third aspect, embodiments of the present invention provide a medical management device comprising a processor adapted to implement one or more instructions; and
A computer storage medium storing one or more instructions adapted to be loaded by the processor and to perform the steps of:
Acquiring at least two data tables from an information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table;
Determining the type of the first data table and the second data table;
When the type of the first data table is matched with the type of the second data table, merging the first data table and the second data table to obtain a target data table;
Correcting the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, wherein the attribute characteristics of the data in the target data table comprise any one or more of the following: field information of data, data format information, and the number of times data appears.
In a fourth aspect, embodiments of the present invention provide a computer-readable storage medium comprising: the computer storage medium stores one or more instructions adapted to be loaded by a processor and to perform the steps of:
Acquiring at least two data tables from an information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table;
Determining the type of the first data table and the second data table;
When the type of the first data table is matched with the type of the second data table, merging the first data table and the second data table to obtain a target data table;
Correcting the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, wherein the attribute characteristics of the data in the target data table comprise any one or more of the following: field information of data, data format information, and the number of times data appears.
In the embodiment of the invention, the first data table and the second data table which are matched in type are combined into the target data table, so that the information management between hospitals can be realized, or the information management in the hospitals can be realized, and when the medical data is inquired, the medical data does not need to be switched back and forth among a plurality of data tables, thereby improving the convenience of inquiring the medical data and the efficiency of inquiring the medical data; and the target data table after correction is obtained by correcting the target data table, so that the storage space of medical management equipment can be saved, and the efficiency of inquiring medical data is further improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic flow chart of a data processing method according to an embodiment of the present invention;
FIG. 2 is a flow chart of a data processing method according to another embodiment of the present invention;
FIG. 3 is a schematic diagram of a data processing apparatus according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a medical management device according to another embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The embodiment of the invention can be executed by medical management equipment, and the medical management equipment can be intelligent terminals, servers, computers or medical service terminals and the like. The embodiment of the invention can be applied to a medical data management scene, in one embodiment, the embodiment of the invention can be applied to realizing information management among a plurality of hospitals, taking the information management among two hospitals as an example for explanation, the medical management equipment can acquire a data table (identified as a data table 1) related to medical treatment from an information management system of a hospital Y1, acquire a data table 2 related to medical treatment from the information management system of the hospital Y1, acquire the types of the data table 1 and the data table 2, when the type of the data table 1 (namely a first data table) is matched with the type of the data table 2 (namely a second data table), the types of the data table 1 and the data table 2 are all consultation data tables, or are all medicine data tables, the data table 1 and the data table 2 are combined to obtain a target data table after correction processing, such as deleting repeated data in the target data table, adding fields, data corresponding to default fields and the like to obtain a corrected data table after correction processing, the doctor data table can be queried to at least two hospitals in the data table, the medical treatment can be queried to a plurality of patients can be directly and charge the data of the medical treatment in the hospital Y1 or the medical treatment system when the medical treatment price is required to be queried, and the medical treatment price is not required to be directly queried, and the medical treatment price is high, for a plurality of patients can be queried, and the medical treatment price is directly is queried, and the medical treatment price is convenient, and the patient information is convenient, and has high price information is convenient and has high price convenience. And by correcting the target data table, the storage space of the medical management equipment can be saved, and the efficiency of inquiring the medical data is further improved.
In another embodiment, the embodiment of the present invention may be applied to information management in a hospital, for example, the medical management device may acquire at least two data tables from an information management system of the hospital Y3, taking the acquisition of two data tables as an example, for example, the acquired data tables are data table 3 (i.e. the first data table) and data table 4 (i.e. the second data table), the medical management device acquires the types of the data table 3 and the data table 4, for example, the data table 3 is a visit data table, the data table 4 is a medical insurance reimbursement data table, since the visit data table and the medical insurance reimbursement data table both include identity information of a patient, the data table 3 and the data table 4 have the same field information, and it is determined that the type of the data table 3 matches the type of the data table 4, the data table 3 and the data table 4 are combined to obtain a target data table, the target data table is corrected to obtain a corrected target data table, for example, repeated data is deleted from the target data table, default fields and data corresponding to the default fields are added to obtain a corrected data table, medical data in at least two data tables can be queried through the target data table, information management in a hospital is realized, when a doctor or a patient needs to query information, the doctor or the patient does not need to switch back and forth among a plurality of data tables, convenience in querying the medical data and efficiency in querying the medical data are improved, for example, when the patient needs to query the doctor information and medical insurance reimbursement information, the doctor can directly query the doctor information and the medical insurance reimbursement information in the corrected data table. And by correcting the target data table, the storage space of the medical management equipment can be saved, and the efficiency of inquiring the medical data is further improved.
Referring to fig. 1, a flow chart of a data processing method according to an embodiment of the present invention is shown, and the method according to the embodiment of the present invention may be performed by the above-mentioned medical management device. In this embodiment, the data processing method includes the following steps.
S101, acquiring at least two data tables from an information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table.
In order to achieve information management among a plurality of hospitals, namely, to achieve medical data sharing among the hospitals, the medical management device can acquire at least two data tables from an information management system of the plurality of hospitals, or in order to achieve effective management of medical data inside the hospitals, the medical management device can acquire at least two data tables from an information relation system of a certain hospital, wherein the information management system of the hospital comprises a plurality of data tables, for example, a consultation data table, a medical insurance reimbursement data table, a medicine data table, a medical consumable data table or a doctor basic information data table and the like.
In one embodiment, when the medical management device acquires at least two data tables from the information management systems of a plurality of hospitals, in order to realize information management of a hospital in a certain area, the medical management device may acquire at least two data tables from the information management system of a hospital belonging to the same area, specifically, acquire address information of a plurality of hospitals, screen out a hospital belonging to a target area according to the address information of a plurality of hospitals, acquire at least two data tables from the information management system of a hospital in the target area, for example, in order to analyze drug information in a region a, the medical management device may screen out a hospital belonging to a region a according to the address information of a plurality of hospitals, and acquire at least two drug data tables from the information management system of a region a hospital.
In another embodiment, in order to implement information management of hospitals of the same level, the medical management apparatus may acquire level information of a plurality of hospitals, screen hospitals belonging to a target level according to the level information of the plurality of hospitals, and acquire at least two data tables from an information management system of hospitals whose levels belong to the target level. For example, in order to share the treatment cases of hospitals such as the third class first, the hospital management device may screen out the hospitals belonging to the third class first according to the level information of the plurality of hospitals, and obtain at least two treatment data tables from the information management system of the hospitals belonging to the third class first.
In one embodiment, in order to improve data security, when the medical management device acquires the data table, the medical management device may perform authentication on the user, specifically, send a request for acquiring the data table to the information management system of the hospital, where the request carries user information, so that the information management system of the hospital determines whether the user has authority to acquire the data table according to the user information, receives information transmitted by the information management system of the hospital and passing the authentication, and enters the information management system of the hospital to acquire at least two data tables, where the user information may refer to account information of the user logging into the information management system of the hospital, a face image of the user, or a device identifier of the medical management device.
In one embodiment, in order to implement automatic management of the data tables of the hospital, the medical management device may monitor the number of data tables of the information management system of the hospital, and when the data of the information management system of the hospital is expressed to a preset number, at least two data tables are acquired from the information management system of the hospital, so that the data tables in the information management system of the hospital are orderly managed, where the preset number may be manually set by a user or dynamically set according to the storage capacity of the medical management device.
S102, determining the type of the first data table and the second data table.
The medical management device may determine the type of the first data table according to the name of the first data table and/or field information in the first data table and/or data in the first data table, and similarly determine the type of the second data table according to the name of the second data table and/or field information in the second data table and/or data in the second data table, and the like. The types of the data tables comprise medicines, medical treatment tables, charging tables or identity information tables, the medicines comprise inventory medicines data tables or sales medicines data tables, the medical treatment tables comprise hospitalization data tables or discharge data tables, the charging tables comprise treatment expense data tables or medical reimbursement data tables, the identity information tables comprise patient identity information data tables, doctor identity information data tables and the like.
S103, when the type of the first data table is matched with the type of the second data table, merging the first data table and the second data table to obtain a target data table.
And comparing the type of the first data table with the type of the second data table, and when the type of the first data table is the same as or similar to the type of the second data table, determining that the type of the first data table is matched with the type of the second data table, and merging the first data table with the second data table in a row merging mode or a column merging mode to obtain the target data table. In one embodiment, merging the first data table and the second data in a row merging manner to obtain the target data table includes: acquiring the arrangement mode of the field information of the first data table and the second data table, when the arrangement mode of the field information of the first data table is a row arrangement mode and the arrangement mode of the field information of the second data table is a column arrangement mode, adjusting the arrangement mode of the field information of the second data table and the arrangement mode of the data in the second data table to obtain an adjusted second data table, and adding the adjusted second data table to the first data table to obtain a target data table. For example, the first data table and the second data table are drug data tables, and as shown in table 1, the field information of the first data table includes a drug name, a drug code, a drug manufacturer, and a drug production lot, and the field information of the first data table is arranged in a row arrangement manner; as shown in table 2, the field information of the second data table includes a drug name, a drug code, a manufacturer of the drug, and a production lot of the drug, the field information of the second data table is arranged in a column arrangement, the arrangement of the field information and the arrangement of the data of the second data table are adjusted to obtain an adjusted second data table, the adjusted second data table is added to the first data table to obtain a target data table, and the field information of the target data packet is arranged in a column arrangement as shown in table 3.
TABLE 1
| Medicine name | Coding of pharmaceutical products | Medicine manufacturer | Production lot of medicines | Quantity of medicine |
| A | 10 | D1 | P1 | 20 Box |
| … | … | … | … | … |
TABLE 2
| Medicine name | B | … |
| Coding of pharmaceutical products | 11 | … |
| Medicine manufacturer | D2 | … |
| Production lot of medicines | P2 | … |
| Quantity of medicine | 10 Pieces | … |
TABLE 3 Table 3
| Medicine name | Coding of pharmaceutical products | Medicine manufacturer | Production lot of medicines | Quantity of medicine |
| A | 10 | D1 | P1 | 20 Box |
| B | 10 | D2 | P2 | 10 Pieces |
| … | … | … | … | … |
TABLE 4 Table 4
| Medicine name | B | A | … |
| Coding of pharmaceutical products | 11 | 10 | … |
| Medicine manufacturer | D2 | D1 | … |
| Production lot of medicines | P2 | P1 | … |
| Quantity of medicine | 10 Pieces | 20 Box | … |
In one embodiment, merging the first data table and the second data in a column merging manner to obtain the target data table includes: acquiring the arrangement mode of the field information of the first data table and the second data table, when the arrangement mode of the field information of the first data table is a row arrangement mode and the arrangement mode of the field information of the second data table is a column arrangement mode, adjusting the arrangement mode of the field information of the first data table and the arrangement mode of the data in the first data table to obtain an adjusted first data table, and adding the adjusted first data table to the second data table to obtain a target data table. For example, the first data table is table 1, the second data table is table 2, and the field information of the first data table is arranged in a row arrangement manner; the field information of the second data table is arranged in a column arrangement mode, the arrangement mode of the field information of the first data table and the arrangement mode of the data are adjusted to obtain an adjusted first data table, the adjusted first data table is added into the second data table to obtain a target data table, the target data table is shown in table 4, and the field information of the target data packet is arranged in the column arrangement mode.
S104, correcting the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, wherein the attribute characteristics of the data in the target data table comprise any one or more of the following: field information of data, data format information, and the number of times data appears.
In order to further optimize and manage the data table, the medical management device may perform correction processing on the data in the target data table according to the attribute features of the target data table to obtain a corrected target data table, and specifically, the medical management device may determine, according to the attribute features of the target data table, abnormal data such as error data, default data, worthless data, repeated data, and data with a wrong format in the target data table, and correct the abnormal data to obtain a corrected target data table. The non-valuable data is data which has no direct or indirect relation to medical research, and for example, the patient's native language is included in the medical data table, and is not of practical significance to case analysis and the like. The erroneous data refers to data with erroneous characters or data which does not have a matching relationship with other data, for example, the patient information (such as an identification card number) in the doctor information table is not matched with the patient information (such as an identification card number) in the medical insurance data table, which indicates that the patient information in the doctor information table and/or the patient identification information in the medical insurance data table is erroneous; for another example, a medication administration of a particular medication in the medication data table does not match a medication administration of the particular medication in the medication data table, indicating that the medication administration of the particular medication in the medication data table and/or the medication administration of the particular medication in the medication data table is incorrect data.
In one embodiment, the medical management device may share the target data table after correction processing to an information management system or a user terminal of at least one hospital, for example, the medical management device may send the target data table after correction processing to an information management system of a hospital corresponding to the first data table and an information management system of a hospital corresponding to the second data table, so that sharing of medical data between hospitals may be achieved.
In the embodiment of the invention, the first data table and the second data table which are matched in type are combined into the target data table, so that the information management between hospitals can be realized, or the information management in the hospitals can be realized, and when the medical data is inquired, the medical data does not need to be switched back and forth among a plurality of data tables, thereby improving the convenience of inquiring the medical data and the efficiency of inquiring the medical data; and the target data table after correction is obtained by correcting the target data table, so that the storage space of medical management equipment can be saved, and the efficiency of inquiring medical data is further improved.
Referring to fig. 2, a flowchart of another data processing method according to an embodiment of the present invention is shown, where the method according to the embodiment of the present invention may be performed by the above-mentioned medical management device. In this embodiment, the data processing method includes the following steps.
S201, at least two data tables are acquired from an information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table.
S202, acquiring the name of the first data table and the name of the second data table.
S203, determining the type of the first data table according to the name of the first data table, and determining the type of the second data table according to the name of the second data table.
In steps S202 to S203, the medical management device may determine the type of the data table according to the name of the data table, specifically, the medical management device may acquire the name of the first data table and the name of the second data table, determine the type of the first data table according to the name of the first data table, and determine the type of the second data table according to the name of the second data table. For example, when the name of the first data table is a medicine data table, it indicates that the type of the first data table is a medicine data table, and when the name of the second data table is a medical reimbursement data table, it indicates that the second data table is a charging data table.
In one embodiment, determining the type of the data table includes: acquiring field information of a first data table and field information in a second data table, determining the type of the first data table according to the field information in the first data table, and determining the type of the second data table according to the field information of the second data table.
The medical management device may determine the type of the data table according to the field information of the data table, specifically, obtain the field information of the first data table and the field information in the second data table, determine the type of the first data table according to the field information in the first data table and determine the type of the second data table according to the field information of the second data table, for example, detect that the field information in the first data table includes a name of a drug, a place of production of the drug, a production lot of the drug, etc., determine that the first data table is a drug class data table, detect that the field information of the second data includes a medical reimbursement fee, a paramedic, reimbursement time information, etc., and determine that the second data table is a charging class data table.
In one embodiment, the mapping relationship between the field information and the type of the data table is stored in the medical management device, and the type of the data is obtained according to the mapping relationship, specifically, the medical management device may determine the type of the first data table according to the field information of the first data table and the mapping relationship between the field information and the type of the data table, and similarly, the medical management device may determine the type of the second data table according to the field information of the second data table and the mapping relationship between the field information and the type of the data table.
S204, when the type of the first data table is matched with the type of the second data table, merging the first data table and the second data table to obtain a target data table.
S205, correcting the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, wherein the attribute characteristics of the data in the target data table comprise any one or more of the following: field information of data, data format information, and the number of times data appears.
In one embodiment, the attribute characteristics of the data include field information of the data; step S205 includes: acquiring field information of all data in the target data table, wherein the field information comprises a plurality of fields, and each field corresponds to the plurality of data; determining a target field corresponding to the type of the target data table according to the mapping relation between the type of the data table and the field, and adding the target field which is not included in the target data table when the target field is not included in the field information; and acquiring a plurality of data corresponding to the target field which is not included from a database of the information management system according to the mapping relation between the field and the data, and adding the plurality of data to the position corresponding to the target field which is not included in the target data table to obtain the target data table after correction processing.
In order to ensure the integrity of the data table, the medical management device may determine whether a necessary field is absent in the target data table, and perform corresponding processing according to the determination result, specifically, obtain field information of all data in the target data table, and according to the mapping relationship between the fields and the data, when the field information does not include the target field, it indicates that the necessary field is absent in the target data table, and add the target field in the target data table; and according to the mapping relation between the fields and the data, acquiring a plurality of data corresponding to the target fields from a database of the information management system, and adding the plurality of data to the positions corresponding to the target fields in the target data table to obtain the corrected target data table. The target field is determined according to the type of the target data table, for example, the target data table is a drug class data table, the necessary fields of the target data table include a drug name, a drug code, a drug manufacturer, a drug production lot, a drug production date and a shelf life, and the target data table may further include unnecessary fields, such as a drug synonym or an image of a drug, and the like.
In one embodiment, the target data table includes first data and second data, the first data and the second data belong to the same field, the attribute feature of the data includes format information of the data, and step S205 includes: acquiring format information of the first data and format information of the second data, and adjusting the second data in the target data table according to the format information of the first data when the format information of the first data is not matched with the format information of the second data, so as to obtain a corrected target data table; or when the format of the first data is inconsistent with the format of the second data, the first data in the target data table is adjusted according to the format information of the second data, and the target data table after correction processing is obtained.
In order to unify the formats of the data in the target data table, the medical management device can normalize the formats of the data table, specifically acquire format information of the first data and format information of the second data, and when the format information of the first data is not matched with the format information of the second data, the format of the first data is inconsistent with the format of the second data, and adjust the second data in the target data table according to the format information of the first data to obtain a corrected target data table; or when the format of the first data is inconsistent with the format of the second data, the first data in the target data table is adjusted according to the format information of the second data, and the target data table after correction processing is obtained.
For example, the first data is time information, the format of the first data is 18-08-08, the format of the second data is time information, the format of the second data is 2018-08-09, it can be seen that the format information of the first data is not matched with the format information of the second data, the first data is adjusted according to the format information of the second data, adjusted first data is 2018-08-08, the first data in the target data table is replaced by the adjusted first data, and the target data table after correction processing is obtained.
In one embodiment, when the format information of the first data and the format information of the second data are not matched, a standard format corresponding to the first data and the second data is obtained, the formats of the first data and the second data are adjusted to be standard formats, and the target data table after correction processing is obtained, wherein the standard format can be a format with a use frequency greater than a preset frequency or a recognized format.
In one embodiment, the format information may refer to a measurement unit, specifically, a measurement unit of the first data and a measurement unit of the second data are obtained, and when the measurement unit of the first data is inconsistent with the measurement unit of the second data, the first data is adjusted according to the measurement unit of the second data to obtain the target data table after the correction processing, or the second data is adjusted according to the measurement unit of the first data to obtain the target data table after the correction processing. For example, the first data is the number of medicines, the first data is 2 boxes, the second data is the number of medicines, the second data is 10, the measurement units (boxes) of the first data are different from the measurement units (boxes) of the second data, the second data are adjusted according to the measurement units of the first data, a target data table after correction processing is obtained, for example, 5 medicines/box corresponding to the second data are obtained, 2 boxes are arranged for medicines corresponding to the second data, and therefore the second data are adjusted to 2 boxes.
In one embodiment, in order to achieve standardization of the price of the drug, the characteristic information of the data includes price information, the target data table includes third data, the third data is drug price data, the third data is obtained, when the price of the corresponding drug of the third data is greater than a preset price, the price of the drug in a plurality of areas or a plurality of hospitals is obtained, an average price is obtained according to the obtained price, the third data in the target data table is replaced by the average price, and the target data table after correction processing is obtained.
In one embodiment, the target data table includes data of a target object, and the attribute features of the data include the number of times the data appears; step S205 includes: and when the number of times of occurrence of the target data is larger than a first value, deleting second value of the target data table to obtain a corrected target data table, wherein the second value is determined according to the first value and the number of times of occurrence of the target data.
In order to avoid redundant data in the target data table, the medical management device may delete the repeated data, specifically, obtain the occurrence number of the target data of the target object, and when the occurrence number of the target data is greater than a first value, indicate that the repeated data exists in the target data table, delete the second value of the target data table, and obtain the target data table after correction processing, where the second value is determined according to the first value and the occurrence number of the target data. The specific contents represented by the target object in different data tables are inconsistent, for example, in a medicine data table, the target object may refer to a certain medicine, and in the identity information, the target object may refer to a certain patient.
For example, in order to ensure the security of data, a plurality of identical plurality of target data may be reserved in the data table, for example, two target data may be reserved, for example, the number of times of occurrence of the target data is 4, 2 target data may be deleted from the target data table, and 2 target data may be reserved, so as to obtain the target data table after correction processing, and the reason for reserving the plurality of target data is that when an error occurs in a certain target data, the correct target data may still be obtained from the target data table after correction processing.
In one embodiment, the attribute features of the data include field information and format information of the data; step S205 includes: acquiring field information and format information of target data in the target data table, wherein the target data is any data in the data table; determining a first type of the target data according to field information of the target data; determining a second type of the target data according to the format information of the target data; when the first type is different from the second type, correcting the target data according to the field information of the target data to obtain a corrected target data table.
The medical management equipment can correct the erroneous data in the target data table, specifically, acquire field information and format information of the target data in the target data table, and determine a first type of the target data according to the field information of the target data; determining a second type of the target data according to the format information of the target data; when the first type is different from the second type, indicating that the target data has errors, correcting the target data according to the field information of the target data, and obtaining a corrected target data table. For example, the field information of the target data is acquired as a hospital address, the format information of the target data is acquired as an XXX hospital, the first type of the target data is determined as an address class according to the format information of the target data, the second type of the target data is determined as a name class according to the format information of the target data, the first type is different from the second type, the address of the hospital is acquired according to the field information of the target data, the target data is replaced with the address of the hospital, and the target data table after correction processing is obtained.
In one embodiment, step S205 further includes: and receiving an instruction for sharing the corrected target data table to the information management systems of the target hospitals, wherein the information management system of the target hospitals is any one of the information management systems of at least one hospital, and sharing the corrected target data table to the information management system of the target hospitals according to the instruction.
The medical management equipment receives the instruction of sharing the corrected target data table to the information management system of the target hospital, and shares the corrected target data table to the information management system of the target hospital according to the instruction, so that data sharing among hospitals can be realized.
In the embodiment of the invention, the first data table and the second data table which are matched in type are combined into the target data table, so that the information management between hospitals can be realized, or the information management in the hospitals can be realized, and when the medical data is inquired, the medical data does not need to be switched back and forth among a plurality of data tables, thereby improving the convenience of inquiring the medical data and the efficiency of inquiring the medical data; and the target data table after correction is obtained by correcting the target data table, so that the storage space of medical management equipment can be saved, and the efficiency of inquiring medical data is further improved.
Fig. 3 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present invention, where the apparatus according to an embodiment of the present invention may be in the above-mentioned medical management device. In this embodiment, the data processing apparatus includes:
an obtaining module 301, configured to obtain at least two data tables from an information management system of at least one hospital, where the at least two data tables include a first data table and a second data table;
A determining module 302, configured to determine types of the first data table and the second data table;
A merging module 303, configured to merge the first data table and the second data table to obtain a target data table when the type of the first data table matches the type of the second data table;
The correction module 304 is configured to perform correction processing on data in the target data table according to attribute features of the data in the target data table, so as to obtain a corrected target data table, where the attribute features of the data in the target data table include any one or more of the following: field information of data, data format information, and the number of times data appears.
Optionally, the determining module 302 is specifically configured to obtain a name of the first data table and a name of the second data table; determining the type of the first data table according to the name of the first data table, and determining the type of the second data table according to the name of the second data table; or acquiring field information of the first data table and field information in the second data table; determining the type of the first data table according to the field information in the first data table and determining the type of the second data table according to the field information of the second data table.
Optionally, the attribute features of the data include field information of the data; the correction module 304 is specifically configured to obtain field information of all data in the target data table, where the field information includes a plurality of fields, and each field corresponds to a plurality of data; determining a target field corresponding to the type of the target data table according to the mapping relation between the type of the data table and the field, and adding the target field which is not included in the target data table when the field information does not include the target field, wherein the target field is determined according to the type of the target data table; and acquiring a plurality of data corresponding to the target field from a database of the information management system according to the mapping relation between the field and the data, and adding the plurality of data to the position corresponding to the target field in the target data table to obtain a target data table after correction processing.
Optionally, the target data table includes first data and second data, the first data and the second data belong to the same field, and the attribute feature of the data includes format information of the data; the correction module 304 is specifically configured to obtain format information of the first data and format information of the second data; when the format information of the first data is not matched with the format information of the second data, adjusting the second data in the target data table according to the format information of the first data to obtain a corrected target data table; or when the format information of the first data is not matched with the format information of the second data, the first data in the target data table is adjusted according to the format information of the second data, and the target data table after correction processing is obtained.
Optionally, the target data table includes data of a target object, and the attribute features of the data include the number of times of occurrence of the data; the correction module 304 is specifically configured to obtain the number of times of occurrence of target data of the target object, where the target data is any one of the data of the target object; and deleting a second value of the target data table to obtain a corrected target data table when the number of times of occurrence of the target data is larger than a first value, wherein the second value is determined according to the first value and the number of times of occurrence of the target data.
Optionally, the attribute features of the data include field information and format information of the data; the correction module 304 is specifically configured to obtain field information and format information of target data in the target data table, where the target data is any data in the data table; determining a first type of the target data according to field information of the target data; determining a second type of the target data according to the format information of the target data; and when the first type is different from the second type, correcting the target data according to the field information of the target data to obtain a corrected target data table.
Optionally, the receiving module 305 is configured to receive an instruction for sharing the target data table after the correction processing to an information management system of a target hospital, where the information management system of the target hospital is an information management system of any one of the information management systems of the at least one hospital.
Optionally, the sharing module 306 is configured to share the corrected target data table to the information management system of the target hospital according to the instruction.
In the embodiment of the invention, the first data table and the second data table which are matched in type are combined into the target data table, so that the information management between hospitals can be realized, or the information management in the hospitals can be realized, and when the medical data is inquired, the medical data does not need to be switched back and forth among a plurality of data tables, thereby improving the convenience of inquiring the medical data and the efficiency of inquiring the medical data; and the target data table after correction is obtained by correcting the target data table, so that the storage space of medical management equipment can be saved, and the efficiency of inquiring medical data is further improved.
Referring to fig. 4, a schematic structural diagram of a medical management device according to an embodiment of the present invention is shown, where the medical management device in the embodiment shown in the figure may include: one or more processors 401; one or more input devices 402, one or more output devices 403, and a memory 404. The processor 401, the input device 402, the output device 403, and the memory 404 are connected via a bus 405.
The Processor 401 may be a central processing unit (Central Processing Unit, CPU) which may also be other general purpose processors, digital signal processors (DIGITAL SIGNAL Processor, DSP), application SPECIFIC INTEGRATED Circuit (ASIC), off-the-shelf Programmable gate array (Field-Programmable GATE ARRAY, FPGA) or other Programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The input device 402 may include a touch pad, a fingerprint sensor (for collecting fingerprint information of a user and direction information of a fingerprint), a microphone, etc., the output device 403 may include a display (LCD, etc.), a speaker, etc., and the output device 403 may output the target data table after correction processing.
The memory 404 may include read only memory and random access memory and provide instructions and data to the processor 401. A portion of the memory 404 may also comprise a non-volatile random access memory, the memory 404 being adapted to store a computer program comprising program instructions, the processor 401 being adapted to execute the program instructions stored by the memory 404 for performing a data processing method, i.e. for performing the following operations:
Acquiring at least two data tables from an information management system of at least one hospital, wherein the at least two data tables comprise a first data table and a second data table;
Determining the type of the first data table and the second data table;
When the type of the first data table is matched with the type of the second data table, merging the first data table and the second data table to obtain a target data table;
Correcting the data in the target data table according to the attribute characteristics of the data in the target data table to obtain a corrected target data table, wherein the attribute characteristics of the data in the target data table comprise any one or more of the following: field information of data, data format information, and the number of times data appears.
Optionally, the processor 401 is configured to execute program instructions stored in the memory 404, and is configured to perform the following operations:
Acquiring the name of the first data table and the name of the second data table; determining the type of the first data table according to the name of the first data table, and determining the type of the second data table according to the name of the second data table; or alternatively
Acquiring field information of the first data table and field information in the second data table; determining the type of the first data table according to the field information in the first data table and determining the type of the second data table according to the field information of the second data table.
Optionally, the attribute features of the data include field information of the data; the processor 401 is configured to execute program instructions stored in the memory 404, and is configured to perform the following operations:
Acquiring field information of all data in the target data table, wherein the field information comprises a plurality of fields, and one field corresponds to the plurality of data;
Determining a target field corresponding to the type of the target data table according to the mapping relation between the type of the data table and the fields, and adding the target field which is not included in the target data table when the target field is not included in the field information of all the data in the target data table;
And acquiring a plurality of data corresponding to the target field from a database of the information management system according to the mapping relation between the field and the data, and adding the plurality of data to the position corresponding to the target field in the target data table to obtain a target data table after correction processing.
Optionally, the target data table includes first data and second data, the first data and the second data belong to the same field, and the attribute feature of the data includes format information of the data; the processor 401 is configured to execute program instructions stored in the memory 404, and is configured to perform the following operations:
Acquiring format information of the first data and format information of the second data;
When the format information of the first data is not matched with the format information of the second data, adjusting the second data in the target data table according to the format information of the first data to obtain a corrected target data table; or alternatively
And when the format information of the first data is not matched with the format information of the second data, adjusting the first data in the target data table according to the format information of the second data to obtain a corrected target data table.
Optionally, the target data table includes data of a target object, and the attribute features of the data include the number of times of occurrence of the data; the processor 401 is configured to execute program instructions stored in the memory 404, and is configured to perform the following operations:
Acquiring the occurrence times of target data of the target object, wherein the target data is any one of the data of the target object;
and deleting a second value of the target data table to obtain a corrected target data table when the number of times of occurrence of the target data is larger than a first value, wherein the second value is determined according to the first value and the number of times of occurrence of the target data.
Optionally, the attribute features of the data include field information and format information of the data; the processor 401 is configured to execute program instructions stored in the memory 404, and is configured to perform the following operations:
Acquiring field information and format information of target data in the target data table, wherein the target data is any data in the data table;
Determining a first type of the target data according to field information of the target data;
determining a second type of the target data according to the format information of the target data;
When the first type is different from the second type, correcting the target data according to the field information of the target data to obtain a corrected target data table.
Optionally, the processor 401 is configured to execute program instructions stored in the memory 404, and is configured to perform the following operations:
Receiving an instruction of sharing the corrected target data table to an information management system of a target hospital, wherein the information management system of the target hospital is an information management system of any one of the information management systems of at least one hospital;
and sharing the corrected target data table to the information management system of the target hospital according to the instruction.
The processor 401, the input device 402, and the output device 403 described in the embodiments of the present invention may execute the implementation manners described in the first embodiment and the second embodiment of the data processing method provided in the embodiments of the present invention, and may also execute the implementation manner of the medical management device described in the embodiments of the present invention, which is not described herein again.
In the embodiment of the invention, the first data table and the second data table which are matched in type are combined into the target data table, so that the information management between hospitals can be realized, or the information management in the hospitals can be realized, and when the medical data is inquired, the medical data does not need to be switched back and forth among a plurality of data tables, thereby improving the convenience of inquiring the medical data and the efficiency of inquiring the medical data; and the target data table after correction is obtained by correcting the target data table, so that the storage space of medical management equipment can be saved, and the efficiency of inquiring medical data is further improved.
Embodiments of the present invention also provide a computer readable storage medium storing a computer program comprising program instructions that when executed by a processor implement a data processing method as shown in the embodiments of fig. 1 and 2.
The computer readable storage medium may be an internal storage unit of the medical management device according to any of the foregoing embodiments, such as a hard disk or a memory of the control device. The computer-readable storage medium may also be an external storage device of the control device, such as a plug-in hard disk, a smart memory card (SMART MEDIA CARD, SMC), a Secure Digital (SD) card, a flash memory card (FLASH CARD), or the like, which are provided on the control device. Further, the computer-readable storage medium may also include both an internal storage unit and an external storage device of the control device. The computer-readable storage medium is used to store the computer program and other programs and data required by the control device. The computer-readable storage medium may also be used to temporarily store data that has been output or is to be output.
Those of ordinary skill in the art will appreciate that the elements and algorithm steps described in connection with the embodiments disclosed herein may be embodied in electronic hardware, in computer software, or in a combination of the two, and that the elements and steps of the examples have been generally described in terms of function in the foregoing description to clearly illustrate the interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention. It will be clear to those skilled in the art that, for convenience and brevity of description, the specific working procedures of the control apparatus and unit described above may refer to the corresponding procedures in the foregoing method embodiments, which are not repeated here.
In several embodiments provided by the present application, it should be understood that the disclosed control apparatus and method may be implemented in other ways. For example, the apparatus embodiments described above are illustrative, and for example, the division of the units may be a logic function division, and there may be additional divisions when actually implemented, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted or not performed.
While the invention has been described with reference to certain preferred embodiments, it will be understood by those skilled in the art that various changes and substitutions of equivalents may be made and equivalents will be apparent to those skilled in the art without departing from the scope of the invention. Therefore, the protection scope of the invention is subject to the protection scope of the claims.
Claims (9)
1. A method of data processing, comprising:
acquiring grade information of a plurality of hospitals, screening hospitals belonging to a target grade according to the grade information of the plurality of hospitals, and sending a request for acquiring a data table to an information management system of the hospitals belonging to the target grade, wherein the request carries user information, and the information management system of the hospitals belonging to the target grade is used for judging whether a user corresponding to the user information has permission for acquiring the data table according to the user information;
Receiving verification passing information sent by an information management system of a hospital belonging to the target grade, and entering the information management system of the hospital belonging to the target grade to acquire at least two data tables, wherein the at least two data tables comprise a first data table and a second data table; different hospitals of the target level corresponding to the first data table and the second data table respectively;
Determining the type of the first data table and the second data table;
when the type of the first data table is matched with the type of the second data table, acquiring the arrangement mode of the field information of the first data table and the second data table, when the arrangement mode of the field information of the first data table is a row arrangement mode and the arrangement mode of the field information of the second data table is a column arrangement mode, adjusting the arrangement mode of the field information of the second data table and the arrangement mode of data in the second data table to obtain an adjusted second data table, and adding the adjusted second data table into the first data table to obtain a target data table; the arrangement mode of the field information in the adjusted second data table is a row arrangement mode;
When the attribute characteristics of the data in the target data table comprise field information of the data, acquiring the field information of all the data in the target data table, wherein the field information comprises a plurality of fields, and each field corresponds to the plurality of data; determining a target field corresponding to the type of the target data table according to the mapping relation between the type of the data table and the field, and adding the target field which is not included in the target data table when the target field is not included in the field information of all data in the target data table; acquiring a plurality of data corresponding to the target field which is not included from a database of the information management system according to the mapping relation between the field and the data, and adding the plurality of data to the position corresponding to the target field which is not included in the target data table to obtain a target data table after correction processing; the target field is a necessary field of the target data table.
2. The method of claim 1, wherein the determining the type of the first data table and the second data table comprises:
Acquiring the name of the first data table and the name of the second data table; determining the type of the first data table according to the name of the first data table, and determining the type of the second data table according to the name of the second data table; or alternatively
Acquiring field information of the first data table and field information in the second data table; determining the type of the first data table according to the field information in the first data table and determining the type of the second data table according to the field information of the second data table.
3. The method according to claim 1 or 2, wherein the target data table includes first data and second data, the first data and the second data belong to the same field, and the attribute feature of the data includes format information of the data;
The method further comprises the steps of:
Acquiring format information of the first data and format information of the second data;
When the format information of the first data is not matched with the format information of the second data, adjusting the second data in the target data table according to the format information of the first data to obtain a corrected target data table; or alternatively
And when the format information of the first data is not matched with the format information of the second data, adjusting the first data in the target data table according to the format information of the second data to obtain a corrected target data table.
4. A method according to claim 1 or 2, wherein the target data table comprises data of target objects, and the attribute characteristics of the data comprise the number of times the data appears;
The method further comprises the steps of:
Acquiring the occurrence times of target data of the target object, wherein the target data is any one of the data of the target object;
and deleting a second value of the target data table to obtain a corrected target data table when the number of times of occurrence of the target data is larger than a first value, wherein the second value is determined according to the first value and the number of times of occurrence of the target data.
5. A method according to claim 1 or 2, wherein the attribute characteristics of the data include field information and format information of the data;
The method further comprises the steps of:
Acquiring field information and format information of target data in the target data table, wherein the target data is any data in the data table;
Determining a first type of the target data according to field information of the target data;
determining a second type of the target data according to the format information of the target data;
When the first type is different from the second type, correcting the target data according to the field information of the target data to obtain a corrected target data table.
6. The method according to claim 1 or 2, wherein the correcting the data in the target data table according to the attribute characteristics of the data in the target data table, after obtaining the corrected target data table, further comprises:
Receiving an instruction of sharing the corrected target data table to an information management system of a target hospital, wherein the information management system of the target hospital is an information management system of any one of the information management systems of at least one hospital;
and sharing the corrected target data table to the information management system of the target hospital according to the instruction.
7. A data processing apparatus, comprising:
The system comprises an acquisition module, a data table acquisition module and an information management system, wherein the acquisition module is used for acquiring grade information of a plurality of hospitals, screening hospitals belonging to a target grade according to the grade information of the plurality of hospitals, and sending a request for acquiring the data table to the information management system of the hospitals belonging to the target grade, wherein the request carries user information, and the information management system of the hospitals belonging to the target grade is used for judging whether a user corresponding to the user information has the authority for acquiring the data table according to the user information;
Receiving verification passing information sent by an information management system of a hospital belonging to the target grade, and entering the information management system of the hospital belonging to the target grade to acquire at least two data tables, wherein the at least two data tables comprise a first data table and a second data table; different hospitals of the target level corresponding to the first data table and the second data table respectively;
the determining module is used for determining the types of the first data table and the second data table;
The merging module is used for acquiring the arrangement mode of the field information of the first data table and the second data table when the type of the first data table is matched with the type of the second data table, adjusting the arrangement mode of the field information of the second data table and the arrangement mode of the data in the second data table when the arrangement mode of the field information of the first data table is a row arrangement mode and the arrangement mode of the field information of the second data table is a column arrangement mode to obtain an adjusted second data table, and adding the adjusted second data table into the first data table to obtain a target data table; the arrangement mode of the field information in the adjusted second data table is a row arrangement mode;
The correction module is used for acquiring field information of all data in the target data table when the attribute characteristics of the data in the target data table comprise field information of the data, wherein the field information comprises a plurality of fields, and each field corresponds to the plurality of data; determining a target field corresponding to the type of the target data table according to the mapping relation between the type of the data table and the field, and adding the target field which is not included in the target data table when the target field is not included in the field information of all data in the target data table; acquiring a plurality of data corresponding to the target field which is not included from a database of the information management system according to the mapping relation between the field and the data, and adding the plurality of data to the position corresponding to the target field which is not included in the target data table to obtain a target data table after correction processing; the target field is a necessary field of the target data table.
8. A medical management apparatus, characterized by comprising:
a processor adapted to implement at least one instruction; and
Computer storage medium storing at least one instruction adapted to be loaded by the processor and to perform the data processing method according to any of claims 1-6.
9. A computer storage medium storing at least one instruction adapted to be loaded by a processor and to perform a data processing method according to any of claims 1-6.
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